{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0.76410283 5.04075703]\n",
      "login success!\n",
      "logout success!\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "login success!\n",
      "logout success!\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "login success!\n",
      "logout success!\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAiwAAAGzCAYAAAAMr0ziAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjMsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvZiW1igAAAAlwSFlzAAAPYQAAD2EBqD+naQAAW/9JREFUeJzt3QucTOX/B/DvWuy6hdw3LCqXH3K/RohIfoSkJLf0k1IRuXWjJKKQiOii/ilSbt3c77lftsiddbdELOtunf/r85zO7JnZmd0Zu7Nzzszn/XqNMXNmzp4zc+bMd77P93meME3TNCEiIiKysEyB3gAiIiKi1DBgISIiIstjwEJERESWx4CFiIiILI8BCxEREVkeAxYiIiKyPAYsREREZHkMWIiIiMjyGLAQERGR5TFgISIiIstjwGIzt27dklGjRknJkiUlMjJS7rvvPvnuu++8fv758+elR48eUqBAAcmRI4c0atRItm7dmuxxM2fOlKefflruvfdeCQsLk4YNG3pc57Vr12TgwIESFRUl2bJlk1q1asnixYtT3Y6CBQuqdf/www9Oy/766y95/PHHpVSpUpI9e3bJnz+/PPDAA/LTTz8lW8/UqVOlQYMGUqhQIYmIiFCvS7du3eTQoUNOjzt69Ki8/fbbUrNmTcmbN69aJ/ZpyZIlqb5m//vf/9R2/ve//022rESJEmqZ66Vnz57JHovXpF69emqfsA3t2rVLtp1nz56V0aNHq/3Fe5QnTx6pXbu2ej9cbdq0SV588UUpX768ei+LFy8u7du3l71797rdj127dsnDDz8sOXPmlDvvvFM6deokf//9d4r7Pn36dLU/eE5a1rl//361v9hv7D9eh+XLlyd7nLvX0rg89NBDyR5/4MABeeqpp9SxhGMPx+vrr78uVnTy5EkZNGiQ+szlypVL7dOKFSvcPnbRokXSvXt3qVChgoSHh6vjzFcXL16UAQMGqM8EPht33XWXeg8uX758W8d6QkKC9OnTR4oWLarWV65cOZk0aVKyxy1dulSeeeYZKV26tHqv8Tl+9tln1f6b4dhP6f3GtrjCuapVq1bqWMO68fqMHz8+2Tly8uTJUrlyZXVc4tzQvHlzWbt27W1/fjZu3CgvvPCCVKtWTbJkyaK2zxO8Jjh/YX14XNeuXT0+Nr3PCb6cj3H+c/e64/NshmPU03u0fv16yUiZM/SvUZrhZDxy5Ej1Ya5Ro4bMmzdPnbBx8Dz55JMpPhcf5BYtWsgff/wh/fv3V1/an3zyiTpwt2zZok725g8d7sPfwAcmJfhAIujAyQzrmDZtmjzyyCPqCwkfRnfeeustjyfOw4cPq5Ntly5d1IcOj/vxxx/VierTTz9VAZdh27Zt6oSMZfjAx8bGqiDm559/VvuJ5wNep/fff19at26t1nvz5k35+uuv1ZfgF198oYIcdzZv3qz2B8GhJzgx9uvXz+k+nKzNsD2PPvqoVK1aVb1/Fy5ckI8++ki9PtgHnIhg3bp16j3G6/fGG29I5syZ1b7jvd25c6cKugzYn99//12dHBG4xsXFyYQJE9TfwIkEJ3PDsWPH1Akvd+7c8t5776kvnw8++EC2b9+uTsZZs2ZNtl94DL7wcDJ3x9t1IlisU6eO+uLFcYf1ffnll9K0aVP15YZ1GP7v//7P7XuA1wqPN4uJiVHHLr6I8frny5dPjhw5ov6eFe3Zs0e9Z/iMVKxYUb3Xnnz77bfqCwnvpXEM+yI+Pl4F8niP8Hm55557VCC5evVq9YWGL0hfjvXExERp1qyZekyvXr3UPixcuFB9iZ87d05ee+01x2PxZfnPP/+o4xKPO3jwoDou8RnAe1a4cGH1OBzz7t7vBQsWqEDZ9f1GENeyZUupUqWKvPnmmyoYQcCKfTTDMTZmzBj1gwvbhx9HOG/g9cDnBT9afP38/Prrr/LZZ5+pxyEA8/SjwFgvzl/4O65Bmr/PCb6ejxF8jhgxwuk+T8fbyy+/rL4PzHBcZShMfkj2cOzYMS1Llixar169HPfdunVLq1+/vla0aFHt5s2bKT5/5syZmOhSmzVrluO+06dPa3ny5NE6dOjg9NgjR45oiYmJ6v/ly5fXGjRo4HadGzZsUOscPXq0474rV65od999t1anTh23z9m+fbuWOXNm7Z133km2PZ5g3ypVqqSVKVMm1cdu3rxZrXfEiBGO+3bs2KH9/fffTo+7evWqVrZsWfXauYPXFvvwzDPPaNHR0VqLFi2SPcbT/a7+85//aPfcc4927do1x30xMTFapkyZtL59+zruO3jwoHbo0KFk2/Hggw9qERERWkJCguP+33//3Wl9sHfvXvW4jh07Ot3//PPPa9myZdMOHz7suG/x4sXqdfr000/dbvPAgQPV64115ciRI9lyb9f5wgsvqPd79+7djvsuXbqkFStWTKtataqWmu7du2thYWHa0aNHHffh2KxQoYJWq1Yt7fLly1pGwv59+eWXPj/vwoUL2tmzZ9X/ccxjPcuXL3f72OPHj2vXr19X/8fxhePMF3hv8LnG8eSN1I7177//Xm3v559/7nT/Y489pkVGRmqnTp1y3Ldy5UrHucN8H57/+uuvp7otjRs31u644w51HjHEx8drhQoV0tq0aZNs3WY3btxQx2S7du2c7sfrgL//8ssv39bnJy4uznGc4fyb0lcnPr94PQGfmy5dumTYOWGDD+djnNNxbk8NjlFvz9P+xoDlX8uWLVNvyuzZs5Mtmz59ulq2du1aLZAmTpyotuOvv/5yuv/bb79V969evTrF5z/++OPqQ+/6ge/Ro4eWPXt29QXuTkoBS//+/bXw8HB1QjF777331DYh8HGFDxq2xdcPwn//+1+1/ak5c+aMWi++cFODEwMeiy8TV1999ZWWK1cu7eTJk6kGLDjpmE8cZviSwt/Aa+XutY2Kikp1O8ePH6/W8eeff6b6WAQBroFAwYIF1WvuqnTp0uoLwhVO3FmzZtV++eUXdcJ1F7B4u86KFStqNWrUSPY448SPv+UJjkl88TZs2NDp/t9++00999dff3UEQO4C9qVLl6pg580333T7mf7kk0+0jApYzFILWMx8DVjOnTungogBAwao2zg2PX22vT3WX3rpJbW9eJ3d7ceUKVNS3a4777xTa9u2bYqPOXHihPrC7tq1q9P9kyZNUn9n586d6jY+a+4CFwQVeJz5R53xeKzXm3OCu8+PWWoBi5mngMVf54T+PpyPjYAFQd7Fixc9/h3zeRrnSTw+UFjD8i+klosVK6ZSka5w3913363S2ik1t5w5c8ary40bN25rG5EmRDodbcdmRooTy1N7PtKPmTJlSvZ8NLuklOZMaZ1o/rjjjjvcbhNSwGazZs1Sbcmow0nNpUuX1OuFtO/YsWPlt99+k8aNG7t9LJqtTp8+rVLWRvOOp8eaIQ2M9LhrihwpXaS2keo2UtieLFu2TD0fKWrUGiCta4YUPKA92RWed+LECbUdqW0noBkvJfg+PXXqlNPjjh8/rl6b6tWrJ3s83id3xw3Syai1QCrZHV/Wif33tO+ApkdPkIpHSr9jx45O9xu1R6ilwDbgc4H1IU2O5gjDgw8+qJoFkPY2arWQpn/ppZekSZMmbmuN7G7NmjVy9epVla5HTQReF7z+999/f7LPo7fHOt5DNOm5Nh168x4CmgtxSe34nTFjhjqXunu/cY7BcVemTBn1WcPt559/Xu2rwajZQDMIzttoIvzzzz9VMwmajM3Nyd5+fvzBX+eEbT6ej3HOx2cHNVV479HU5un7CedVrBdNhjg34Fyb0VjD8i/UgKDNE22faP9Fuzyg3Rdtp6kV8uGDgVoKb6AtMaUiVk9wokUBmWvBV5EiRdQ1DvLUnm+uF3D3fLSt+7pNxvNT26YrV67Iq6++Kq+88or6YnctLnOFugS0PQOCrLZt26o2ZndQx2CcBFDLgEI8d0WaroWgs2fPVm3YOBmbvfPOO+pkgm1NCdq00S6MkyiCJpwo8WWP/UZbNuA9Q6Ec2svN8Hi0QQNOxJ6+LPAFjPbz+vXru32tzXCSxrqw/QajHd3T+4T147XDlz/88ssv6phHDZAnvqwTrw1qJ/DFiBOj+YvV2PeU9gfrwBev2b59+9Q1iiRRJDh48GC1vQhMUMOCdRufEwTHqLfo3Lmz+mJF/RdqmD7//PMUiyftynht8JrghxZqtXBOQ60DAjgUtZvfN2+OdbyHqGNBbYe5DgLva2rvIYwbN06uX78uTzzxRIqPw/uNbcN2uu4T3jPUfKAYGe8zikE//vhjFdCaOx5888036u/gfG5A3Qk+f7j29fPjD/46J5z04XyMYwOBB875+HGIupd3331XBTHmgl4EqY899pj68YLgCNuHWjX8bfz4RE1RhglYbseCdu3apVJfn332meO+jz/+WN23b9++FJ+LdkK033tz+eeff25r+9CUUq5cuWT3IzWKbezdu3eKz0dKFG3b7tLmeP6cOXN8bhIqVaqU1rx582T3HzhwQK1z7NixjvveeustrUiRIo70Y2pNQng/8HohXY0UNdqv0ZbsqUkPzQMffvihVqVKFaf6FXeQ2q5cubKWN29eVS9gtmfPHlUr9MMPP/hcq4K25WbNmqmaDXPNBVLR2NdBgwapJhDU2eD9xN9JqTkP7+3DDz+smmfQvp0SvF5o+0dbtbl5ZNWqVepvoIbJFZpKsAzNCEbzwb333qu9+OKLjse4axLyZZ14X3Abx8nWrVvV64tj1dj3YcOGud0fpLXRtIH33RVeOzwXr40Z3nfcj+PGbM2aNer4r1mzpttajJSOE9Q+mS94Ps4L5vt8/Uz7s0nIqA3Lnz+/U6p/3bp1yepIvD3W0VSUO3dudWwsWrRIi42NVXVKON6wTnfNiub6FXwe2rdvn+J2Y1uwrldeecXteQbLevbs6XT/c889l6xZEeeITp06qaYbNPGj2a948eKqXs21js2bz48/moT8dU4o5cP52J3//e9/6nE4VlKC70PUCuFcl5EYsLhAW3ujRo0ct2vXrq0uGQknB/PFKPbCSQQHpLuTqnHgp/bhQVGdK9Qp4PkLFizwOWDBMnzIXKHOBuucPHmyuo0THA7wL774wvEYX2tYHnroIfX+GAVtnuzfv1990eFLxR2cjFq2bKk+8AjWXOFk4Lq/3gYsgNcR+/V///d/jvsQCKB4FF+aWIZL06ZN1QkY/9+2bZvbdaFgFcu//vrrFP8mjhMcGyhkdQ3ANm3a5HEdaPPGMqPGYeTIkSqIM4pDPQUsvqwT8F5gHca+o9hw1KhRKZ5EcaxgufnL1ID3AssQzJqhABj3v/322x6/aHw5yQ4ZMsSxzSldfC2K9WfAgoJLrLtbt27JlpUsWdLp/ObLsY7AA1/8xj7jyx2vP/7/6KOPegwCULuCHwfu6sTM8IMG68IXt7vzDJZhG1y3yXwcoL4CxdjmgBsQECAQMOp6fPn8+Ctg8cc5obyX52NPUBif0o8IsyeffFKdQ1Pr7JGe2CTkAmnj3r17q65ySGkjBeqpGcIM6dLUxrQwYAwBd91IDa4pPXQBRRss7kdzEgJNcyrbSM+n1v0Rz3fXzc7b53tap7t0sOs60Y0ZzTZoCjOagow2WLxuuA/jFrjW15ihWeC5555TKUukqD1BqhNpSqR3Mc6CKzQJoEshlrumnlGPgm6VaCoyN1khHY0mLdyH98+1jdgMtVBgrqXA+40U7vDhw9X2IyWMtmZ0Scc+u+seiBQ+up2jyyPGN/EE6X6MM4HUOFL0ru+jcTx5eu+xP2h2wXqQEkbNB7pY4gKoPcAxh31H+zrGPPF2nQa8D2gDRz0BXgt0BUeTjLsu4Aa8P2iadTcmiLGPeB3NsG2ArrZm+CwbY56gJgo1W+669ro7H7h2BUVTI7rOmrvduqtFCBRPr43x+hivja/HOpqT0UUZ3dbRhFCpUiVHE4O79xBNc3iN8B6iFsncHOipKzc+1xjrxN0+oSkrtfd71apVsmPHDtW0b4buvaj9c22C8ebz4y/+OCcU8fJ87Mu5K6XHopkPx0JK58N0lWGhkU0gZYhIHL/+8CsN/08pjWhABsGbX2Le/KpybUJC5TxMmDDBbS8ho8cD0vQpQVc/d72EkAa83V5Cr776qtuq9OHDhztVpeP5qb0uRhOCJ+PGjVOPQ9e91OAXnbvmM2wv1oF1uYPeH6ltZ2pp1Z9++kk9Dr23UoJfJmgic9f923iv+/Tpk2pTJLq14/1LqRdbgQIFPPboMX6ReXMMm39Je7POlOC5yLqdP3/eY28RdxlBwC9Fd007Ruobx59r+h3r++CDD9Txil4vt8vqvYSMX8loFnGFDAIylel1rBs9FxcuXJispx6aYNCTLKVeYIb169er9aA5yx1kj7HcNSNqNGfjHGjuMYleZK5wPkA3+Nv5/Pgjw+KPc8KrXp6PPcGQE3gcehWlxujSnlI38/TGgMWNVq1aaffdd5868aLpwBsZUcOCmghP47DcddddTqk5nPCRjjXGcoAZM2Yka4JBMIZuo0888YTHv5tSwGKcaMz9/hH4IOVvPjmgPRY1MuYL0o54LtK0uG1sq3lMBwOWoashvuCMdnmkf929lgho8KF1PWEbTRCvvfaax31Fk4LrduKCL+fq1aur/6PJCdBs4poOxXbef//9KlWKNHNK0PzirskD7xO+XDEWRErNX/jbOFZRH4BmvZQgzYzXznzCWrJkifr76DJqNC2623c0IeDEhP/j/fZlnZ5gDAy8R66pe8OYMWPcfkEZ8NpiDIp69eo5nTAHDx6snrdx40bHfdhm/C1jbAt8+aGr84oVKzS7Byw43vA5N37UGDBmEZpszD+2EFTgb+Jz4Oux7g7GcEITEc6V5vcAXYhRK4Ru0u6ad9zB+CjYNk9/D7VPWP7UU0853Y/xo3D8G804xhhMrkHCli1b1GfKXAPjy+cnowKWtJ4T1nt5PkZA4/oDFevF9wCej9fL/D67Qu0Mvovw+mWkMPyTMbkc+8AogkavBFRLoyeCVWDkUQzTjO55GHVw7ty5qlcH0udIJRrQhPTVV1+pkV+NYb3RbIX0NlKm5pFu0cMJw1Sbm1mQWsUFUImP9Dmq843UsLm3EV6fOXPmqF4GSGPi72KkU9dRTF0hRY8qdXR1NvcCadOmjWqOwHPRjISmI+zf7t275cMPP5S+ffuqxyGFi5Ea0SPAGF4b6Wo0oaHrHZrzjNF7sX3oZYTbaJ5yhTS/uxS6Aa8hRr5EU5IBPYLQhIJtRw8xpFGR1sbri5Ff0UvD3HMBxxX2CV0y0U3z+++/V0OWY2ReA143VN8jjY5eRhgG3Kxu3bqOng7ojYQu1Bj9090xau4lgfQ8msnQMwFNnmjmwXGE1w/vvbn5xpUxciaeY+btOjFyMbYPoxGj1wNS+xg6vWzZsrJy5Uq3TQXoqow0Nv6Gp2bCYcOGqfcS7x1GMEYvIbyW6NqM9wHQ5RXNT2hCRZdPHBdIY6N7P5qFcLx4GsnXE6zLaKb1FY4XwGuALrwYwt7oXYhRTA1oOps/f77j2EFXW2M0ZTTF4D0HNNvg+Ri9GcejAU3HeF3weUQzKpo90EyCJgP0lPI01YKnYx0wUiyGdsA68ZmcMmWKes/xHpp7F+K9wMjS2Dd8vs3wd7HcDOclfM6xHymN/ovzD0alxrGEbcH5A+cOfM7weTOgGQpD0eM8gv/jOMI5DO879t04z/ny+cExbIzKi9dlw4YN6viD6Ohop+YZTCFi9LDDY3BuwrkH8BlAz0J/nRO8PR/jtevQoYO64DFoAsRz0GSG7xajdyag2RxNnvg7aIJDLyG899gOvF+uw2z4VYaGRzaBYigUHqIq3jzaohXglwzSdfjFhV/xyH588803yR6HqB5vL9L8ZshIoNArX758Kg2KzAkKKH0pNsQyM7xGSEUWLlxY/epFYaynAl4zT0W33333ndakSRPVfIVfP3gvcHvevHnJ3if0NsEvPPyaRMSP1wX757rfqRVPpvZL110hIn7NIQOH7Bbei5w5c6pf/BgV1F3W54EHHlD7gmwFfgGjWcP111JqaXrzL/vUmtlcYbRfFPXhfUdWDb/WPPW6MvM0cJy368Qxh6YkHB94nVD4iSYaT0WYRpOGebRPd/DaoZgXmVC892jueOONN5yyiuhxguyKazMi3jscW+56zfkzw+Lt+5XScWD+xW4047n7FY9sLjoM4HhD4Ssyjqll/VIqusVricJUfMaRhUG2A01w7p7vadvdZYqMInUMhJYSvK9Dhw5V68D7jayBuyYrdFJA0xJGkkUGEOdxDDrpWsTqy+fHOFe5u7hmn41zb2qfX3+cE7w9H2P0XDTJlihRQv1tfH6rVavm9u9/9NFHKmOGYwifGTRZPf3006n2nPUHZljcQNEZipMQeRuFgURERBQ4HOnWDTSzoOcKeggQERFR4DHDYoJ2SbQdo90R9R3GUN5EREQUWMywmEyaNEnNTYHCIgxnTURERNbADAsRERFZHjMsREREZHkMWIiIiMjygmYuoVu3bql5LTAIVTBOGU9ERBSMUJly8eJFNZxISvPJBU3AgmDFmLiJiIiI7AUjW2Ok7KAPWIzhvbHDGTZzJBEREaUJpmJBwiG1Gb19DlgwvwzmC8GcDJijAfMPmOeGGDp0qJojA4EDps/GVOGYPrtWrVoe14nnYNpsM8z3gLljvGU0AyFYYcBCRERkL6mVc/hcdHvp0iU1+dbEiRPdLi9durRMmDBBTSq2Zs0aNZEWJqDCyLEpwQRRCICMC55LREREdFsZlubNm6uLJ+YZgwEzhGI+Howg27hxY4/Py5w5s5rJlYiIiChDuzVjOm9MQ41psZGVScm+fftUhTCmye7YsaMcOXIkxcdfu3ZNtXuZL0RERBSc/FJ0+/PPP8uTTz4ply9fliJFisjixYvV3DyeoL5l2rRpqm4FzUGoZ6lfv77s2LHDYxHOiBEjktW9EBER3W7X2ps3b0piYmKgNyXohIeHq1aUtA45kqah+fHHXYtujToXBB5nzpyRqVOnyrJly9TEgpijxxvnz5+X6Oho1ZzUvXt3jxkWXFyrjOPj41l0S0REPrUG4DsLP7LJP7Jnz64SGOiM4wrf32iJSe372y8Zlhw5csg999yjLrVr15Z7771X1bEMHjzYq+fnyZNHFe/u37/f42MiIiLUhYiIKC2DjsbGxqosAMoS8IXKwUfTD3IiCAjR8QavM+KBlAaHS0nmjDogzNmQ1CQkJMiBAwekU6dOft0uIiIKbfgyxXcUMvTIAlD6y5Ytm2TJkkUOHz6sXu/IyMjbWo/PYQ6CiZiYGHUBREz4P4pk0RT02muvyfr169WGYayWZ555Ro4fPy6PP/64Yx3oLYSuz4ZXX31VVq5cKYcOHZK1a9dKmzZtVLTboUOH29opIiIiX9zur37KuNfX5wzL5s2bpVGjRo7bffv2VdddunSRyZMnq8HevvrqK1W/ki9fPqlRo4asXr1ajbNiQPYEyw3Hjh1TwcnZs2elQIECUq9ePRX04P9EREREPgcsDRs2VG1SnsyePTvVdSCTYoaRcYmIiIg8YQ6MiIjIhho2bCh9+vRR/8eo8uPGjZNgFjSTHxIREYWqTZs2qR66wYwZFiKTyZsnS4lxJdQ1EZFdFChQwBK9nG7cuOG3dTNgITIZuWakHI4/rK6JiOyihEuTEMaS+eyzz1SvWwQyGP9k/vz5Ts/BaPKYGzBnzpxSqFAhNZSIuUPMggULVCcYjI2GTjT//e9/VacZcz0q/s7MmTOlQYMGqrvy9OnT/baPDFiITAbVGyTRuaPVNRGRnb399tvSvn17NfnwI488oubp++effxwjyj/44INSpUoV1fsXwcmpU6fU4w0YqgQ9gbF86dKlqmsyAiCMW2M2aNAg6d27t+zatUuaNWvmt/1hDQuRSc/qPdWFiMjuunbt6hjP7L333pPx48fLxo0b5eGHH1ZjoSFYwf2GL774Qg2gt3fvXjXa/GOPPea0PixH09POnTulQoUKjvtR+Nu2bVu/7w8zLEREREFYB3ffffc5/o+CXMzTc/r0aXX7jz/+kOXLl6vmIONStmxZtcxo9tm3b58KeEqVKqWei2YnwECxZtWrV8+Q/WGGhYiIyA91cIHO1mbJksXpNupNjOYcjFrfsmVLef/995M9D5MUApZjImJMYox5lvBcZFYwvL5ZRvVOYsBCRESUTlD/hmDF6nVwVatWlR9//FFlTTJnTh4KYOT5PXv2qGClfv366r41a9ZIILFJiIiIKJ0gq3Koz6GAZ1dS06tXL1WAiyYfjOGCZqCFCxdKt27dJDExUfLmzat6Bk2ZMkX2798vy5Ytc0zFEygMWIiIiEJMVFSU/P777yo4adq0qVSsWFEVz6ILM3oD4YJpczCJMZqBXnnlFRk9enRAtzlMS2liIBu5cOGC5M6dW+Lj41VxEBERUWquXr0qsbGxUrJkSTWOCGX86+zt9zczLERERGR5DFiIiIjI8hiwENlgPAUiolDHgIXIA84rRERkHQxYiDzgvEJERNbBgeOIPOC8QkRE1sEMCxEREVkeAxYiIiKyPAYsREREZHkMWIiIiILIoUOH1MzMMTExEkwYsBAREZHlMWAhIiIiy2PAQkREZIY5gS9dCszFh/mIb926JaNGjZJ77rlHIiIipHjx4jJ8+HC3j125cqXUrFlTPa5IkSIyaNAguXnzpmP5Dz/8oGZszpYtm+TLl0+aNGkil7A9//rss8+kXLlyauLCsmXLyieffCIZjeOwEBERmV2+LJIzZ2D+dkKCSI4cXj108ODBMnXqVBk7dqzUq1dPTp48Kbt37072uOPHj8sjjzwiXbt2la+//lo95n//+58KPoYOHaqe16FDBxX8tGnTRi5evCirV68W7d/gafr06fLWW2/JhAkTpEqVKrJt2zb1/Bw5ckiXLl0kw2hBIj4+Hq+suiYiIvLGlStXtJ07d6prh4QEfFUH5oK/7YULFy5oERER2tSpU5Mti42NVd+H27ZtU7dfe+01rUyZMtqtW7ccj5k4caKWM2dOLTExUduyZYt6/KFDh9z+rbvvvlv79ttvne4bNmyYVqdOnbS9zj5+fzPDQkREZJY9u57pCNTf9sKuXbvk2rVr0rhxY68eW6dOHdVzyHD//fdLQkKCHDt2TCpVqqTWgyahZs2aSdOmTaVdu3aSN29e1Sx04MAB6d69u8qqGNCclDt3bslIDFiIiIjM8MXuZbNMoGTLli3d1hUeHi6LFy+WtWvXyqJFi+Tjjz+W119/XTZs2CDZ/w2g0PRUq1atZM/LSCy6JSIispl7771XBS1Lly5N9bEoll23bp2jJgV+//13yZUrlxQtWlTdRvYFWZe3335b1ahkzZpV5syZI4UKFZKoqCg5ePCgKu41X0qWLCkZiRkWIiIim4mMjJSBAwfKgAEDVHCBYOPvv/+Wv/76K1kz0QsvvCDjxo2Tl156SV588UXZs2ePDBkyRPr27SuZMmVSmRQEPmgKKliwoLqNdSHQAQQxL7/8smoCevjhh1VT1ObNm+XcuXNqHRmFAQsREZENvfnmm5I5c2bVg+fEiROqu3LPnslnmL/rrrvk119/lf79+6t6lTvvvFPVpLzxxhtq+R133CGrVq1SQc2FCxckOjpaPvzwQ2nevLla/uyzz6qmodGjR6t1oHcQ6l369OmTofsbhspbX56AncJGb9myRXWFQsqodevWjuXoIjVjxgw5evSoivqqVaum+oW7tn25mjhxolpvXFycekHRhoY+497Ci4zoLz4+Xr34REREqbl69arExsaq5g1kLSjjX2dvv799rmFBxTACCgQY7pQuXVr11d6+fbusWbNGSpQoodJMSC95MnPmTJVWQopq69atav2oVD59+rSvm0dERERByOcMi9OTw8KSZVhcGZHTkiVLPHa/QvalRo0aKtAxRu8rVqyYam/DaHzeYIaFiIh8xQxLEGdYfHH9+nWZMmWK2hBkTTw9Bs1LGAbYsVGZMqnbqGr2BEU/2EnzhYiIiIKTXwKWn3/+WXLmzKmiKAwZjP7d+fPnd/vYM2fOSGJiouo6ZYbbqGfxZMSIESoQMi7IyBDdjsmbJ0uJcSXUNRERhVDA0qhRI4mJiVGD0KALVPv27dO9HgVzKCB9ZFxQ5Et0O0auGSmH4w+rayIKTWmojqAMen39ErCgyxMGlaldu7Z8/vnnqtsVrt1B5gWj5Z06dcrpftwuXLiwx7+BGSfR1mW+EN2OQfUGSXTuaHVNRKElS5Ys6voyJjwkvzFeX+P1tuw4LCiiRc2JO0bXZwxaYxTv4vG4jQFuiPytZ/We6kJEoQc/mPPkyeNoBcB4I+Y5dyjtmRUEK3h98TqnZTh/nwMWTJa0f/9+x21U/aL5BwPR5MuXT4250qpVKzWADepT0P0ZU1s//vjjjuegtxCmsDYCEnRpxhTV1atXV2OvYPAadJ/u1q3bbe8YERGRN4xsPofS8B8EKym1mvglYMFwvKhRMRjD8iLgmDx5suzevVu++uorFawggEF35dWrV0v58uUdz8HMj1hueOKJJ9Q4LRitD4W2lStXlgULFiQrxCUiIkpvyKjgRzaGpb9x40agNyfoZMmSJV0mSkzTOCxWwnFYiIiI7McS47AQERERpQcGLERERGR5DFiIiIjI8hiwUMjgiLZERPbFgIVCBke0JSKyLwYsFDI4oi0RkX2xWzMREREFDLs1ExERUdBgwEJERESWx4CFiIiILI8BCxEREVkeAxYiIiKyPAYsREREZHkMWIiIiMjyGLAQERGR5TFgIfIC5yEiIgosBixEXuA8REREgcWAhcgLnIeIiCiwGLAQeaFn9Z5yqM8hdW3GpiIioozBgIVCUnoFGmwqIiLKGAxYKCSlV6DBpiIioozBgIVCUnoFGp6aioiIKH2FaZqmSRC4cOGC5M6dW+Lj4+WOO+4I9OYQERFROn5/M8NCRERElseAhYiIiCyPAQsRERFZHgMWIiIisjwGLEQWwAHoiIhSxoCFyAI4AB0RUcoYsBBZIJPCAeiIiFLGcViI/AzBCTInCEaMTAqCEww4R0QU6i74axyWVatWScuWLSUqKkrCwsJk7ty5jmU3btyQgQMHSsWKFSVHjhzqMZ07d5YTJ06kuM6hQ4eqdZkvZcuW9XXTiCzf3MNMChHR7fE5YLl06ZJUqlRJJk6cmGzZ5cuXZevWrfLmm2+q69mzZ8uePXukVatWqa63fPnycvLkScdlzZo1vm4akSWZgxQO5U9EdHsy+/qE5s2bq4s7SOksXrzY6b4JEyZIzZo15ciRI1K8eHHPG5I5sxQuXNjXzSEKaBOPN4EHHsMAhYjI4kW3aJNCE0+ePHlSfNy+fftUE1KpUqWkY8eOKsBJybVr11S7l/lClBHYo4eIKMgClqtXr6qalg4dOqRYSFOrVi2ZNm2aLFiwQCZNmiSxsbFSv359uXjxosfnjBgxQmV0jEuxYsX8tBdEztKrDoVjrxARZVAvIWRO5syZI61bt062DAW4jz32mBw7dkxWrFjhU8+d8+fPS3R0tIwZM0a6d+/uMcOCiwEZFgQt7CVEdoFghT2GiCjUXQjkbM0IVtq3by+HDx9WNS2+BhBoPipdurTs37/f42MiIiLUes0XIjthjyEiIu9l8lewgpqUJUuWSL58+XxeR0JCghw4cECKFCmS3ptHZBnsMURE5MeABcFETEyMugDqTfB/FMkiWGnXrp1s3rxZpk+fLomJiRIXF6cu169fd6yjcePGqveQ4dVXX5WVK1fKoUOHZO3atdKmTRsJDw9XtS9EREREPndrRjDSqFEjx+2+ffuq6y5duqgB4ObPn69uV65c2el5y5cvl4YNG6r/I3ty5swZxzLUuSA4OXv2rBQoUEDq1asn69evV/8nIiIi4tD8REREFJpFt0RERETpiQELUTrhuCpERP7DgIUonXAEXCIi/2HAQpROOK4KEZH/sOiWiIiIAoZFt0RERBQ0GLAQERGR5TFgISIiIstjwELkB+ziTESUvhiwEPkBuzgTEaUvBixEfsAuzkRE6YvdmomIiChg2K2ZyMZYA0NE5IwBC5EFsQaGiMgZAxYiC2INDBGRM9awEBERUcCwhoWIiIiCBgMWIiIisjwGLEQWxx5DREQMWIgsjz2GiIgYsBBZHnsMERExYCGyvJ7Ve8qhPofUNZuHiChUMWAhshE2DxFRqGLAQmQjbB4iolDFgeOIiIgoYDhwHBEREQUNBixERERkeQxYiIiIyPIYsBAREZHlMWAhIiIiy2PAQmRTHESOiEIJAxYim+IgckQUSnwOWFatWiUtW7aUqKgoCQsLk7lz5zqW3bhxQwYOHCgVK1aUHDlyqMd07txZTpw4kep6J06cKCVKlJDIyEipVauWbNy40fe9IQohHESOiEKJzwHLpUuXpFKlSirAcHX58mXZunWrvPnmm+p69uzZsmfPHmnVqlWK65w5c6b07dtXhgwZop6H9Tdr1kxOnz7t6+YRheQcQ0REwS5NI90iwzJnzhxp3bq1x8ds2rRJatasKYcPH5bixYu7fQwyKjVq1JAJEyao27du3ZJixYrJSy+9JIMGeffrkSPdEhER2Y9lRrrFBiCwyZMnj9vl169fly1btkiTJk2SNipTJnV73bp1Htd77do1tZPmCxEREQUnvwYsV69eVTUtHTp08Bg1nTlzRhITE6VQoUJO9+N2XFycx3WPGDFCRWTGBRkZIiIiCk5+C1hQgNu+fXtBi9OkSZPSff2DBw9W2RvjcvTo0XT/G0RERBTEAYsRrKBuZfHixSm2SeXPn1/Cw8Pl1KlTTvfjduHChT0+LyIiQq3XfKHQwnFIiMjKeI6yeMBiBCv79u2TJUuWSL58+VJ8fNasWaVatWqydOlSx30ousXtOnXqpPfmURDhOCREZGU8RwU4YElISJCYmBh1gdjYWPX/I0eOqGClXbt2snnzZpk+fbqqTUEdCi4orjU0btzY0SMI0KV56tSp8tVXX8muXbvk+eefV92nu3Xrll77SUGI45AQkZXxHBXgbs0rVqyQRo0aJbu/S5cuMnToUClZsqTb5y1fvlwaNmyo/o8B4rp27aoeb0AAM3r0aBXcVK5cWcaPH6+6O3uL3ZqJiIjsx9vv7zSNw2IlDFiIiIjsxzLjsBARERGlFQMWsjxW2hMREQMWCrpKewY4RETBhwELBV2lPbsSEhEFHwYsFHSzErMrIRFR8Mkc6A0gSg9o/kFGBUEKAhtvgxsiIrIHZlgoKLAZiIgouDFgoaDAZiAiouDGgeOIiIgoYDhwHBEREQUNBixERERkeQxYyFY4KBwRUWhiwEK2wt5AREShiQEL2Qp7AxERhSb2EiIiIqKAYS8hIiIiChoMWIiIiMjyGLBQUGOvIiKi4MCAhYIaexUREQUHBiwU1NiriIgoODBgCbGmjFBrIulZvacc6nNIXRMRBUqonXv9gd2aU9Opk8iNGyItWog8/LBIgQKSEXBgoykD2QF84Vp9vURE5BnPvZ6xW3N6uHJF5McfRWbOFOncWaRQIZE6dUTefVdk61YRP8Z6npoy0hqls4mEiCjj8dybdsywpCQxUWTDBpFffxX55ReRmBjn5UWKiDzyiJ59adJEJFcu8TdG6UREFEy8/f5mwOKL48eTgpclS0QuXUpaliWLSIMGevCCy733ptufRTYFvVyMyNz4P+syiIjI7hiw+Nu1ayIrV+rBCy4HDjgvR8BiZF8eeEAkIuK2/xSzKkREFKxYw+JvCECaNhX56CORfftEdu8WGTNGpHFjPduC+7AMj8mfX6RNG5HPPhM5ccLnP8W2T7pd7JlARMGCGRb/bIzeZITMC5qQ4uKcl1epomdekIGpWVMkPDxQW0pBjtk5Ikqt1CDQ5QXMsATyFype8LZtRT7/XK972bxZ5O23RWrVEgkLE9m2Te9pVLeuSOHCetfpGTNEzp3z565QCGJ2jsh6rJD5HGnDUcCZYcnoX6inT4ssWKBnXxYuFImPT1qGTAuCGKNwt3x5PcAhIqKgYYXM52QbZlgYsATyTcWAdGvXJhXu7tzpvLx48aSmowcfFMmePX3/PhERhXSwYAV+axJatWqVtGzZUqKioiQsLEzmzp3rtHz27NnStGlTyZcvn1oe4zp2iRvTpk1TjzVfIiMjJeiHds+SRSbn2CUlor6XyV+9JBIbKzJxoh6gYP+PHBGZNEmkZUuRfPn0+7H80CHbpR+JiEjHKUNuj88By6VLl6RSpUoyEV+cHpbXq1dP3n//fZ/Wi6jq5MmTjsvhw4fFytIrCHBqRyxRQuSFF/Rsy9mzIj//LPL883qm5epVkd9+E3nxRZGSJfXmogED9K7VyNR4+zeIiIhsKLOvT2jevLm6eNIJBaSCJIBvWQBkVQqjANUmzEFAWqJkpATNg8I5oPnHqGVBq91ffyU1HaEZCc1HuIweLZI7t959Go/Fe1OwoHd/g4iIKFgDFn9JSEiQ6OhouXXrllStWlXee+89KY8sggfXrl1TF3MbWEZKryAAwU6qAQ8KbytU0C8DB+q9iRYt0oMXZF3OnBGZNUu/4LE1aiQFO1WqePc3iIiILMwS3ZrLlCkjX3zxhcybN0+++eYbFbTUrVtXjh075vE5I0aMUEU6xqVYsWIZ2gwU0DbIvHlFnnhC5Ouv9TFe1q0TeeMNfXwXZGM2bhQZMkSkenWRu+4S6d5dn8Qxg4M6IiKi9JKmXkJoxpkzZ460bt062TI0CZUsWVK2bdsmlStX9mm9N27ckHLlykmHDh1k2LBhXmdYELT4c+A4K3RFSxVG0kXWBdmXxYuRukpahhF469dPyr6ULs1u00REFFC2HjguS5YsUqVKFdm/f7/Hx0RERKgdM1+sMAhXwHvkREXpGZXZs/WmIgQtffrocxuhOHfZMpF+/UTKltXv691bb14yBX9ERESTA/19ZoeAJTExUbZv3y5FihQRK/GmGchSPXIw31GTJiJjx4rs3atf8H/ch2wLJmwcP16kWTO92/Sjj4pMmSKSQlMcEREFb2Ay2fR/S32f3U7AguJYjK1ijK8SGxur/n8EY4aIyD///KNu7/x3ELQ9e/ao23Gm+XQ6d+4sgwcPdtx+5513ZNGiRXLw4EHZunWrPP3006pb87PPPit2E8ih0FONhpFRQbYFWRd0m54zRwSvMbIyly6JzJ8v8txzIqgHQjPe66/rPZISEzN6V4iIKIOMNAUm5v9bbmoPzUfLly9HzUuyS5cuXdTyL7/80u3yIUOGONbRoEEDx+OhT58+WvHixbWsWbNqhQoV0h555BFt69atPm1XfHy8+ju4DhWTNk3SosdGq2vA/2WoqGuf3LqlaXi9hw3TtNq1NS0sDIVNSZd8+TStY0dNmz5d086e9c/OEBFRwL9LJrl8r2QEb7+/OTS/jbkWAafbcM9//63Pd4SZpnF9/nzSskyZROrUSSrcrViRhbtERHTbOJdQCMiQ+Shu3tS7TRuD1u3Y4bwczUeYMgDBC+Y7ypHDP9tBXuM8JURkJwxYMlBIfUFgyoRff5XD334iBTf8JdluaM5Fvg0bJmVfSpUK5JaGLFt0vyci+hcDlgwUil8Q2OdTZw7LE38XlGlZHtezL67TMaDrtBG81Kun90wivwupAJqIbM/W47DYjeUqqTMA9rVQ/mip/b+3RSZMEDl4UJ/vaNQokQYNRMLDRXbvFvnwQ72pKH9+kXbtRL78UuTUqUBvflDjTLBEZIdxVXzFDIuFBNUvYxTqmuc7QiGvGaYNMLIv1arpxbxERBRyrQEX2CRkP1Y9mNLs1i2RzZuTCne3bHFeXqiQPss0gpeHHtJnnyYiopD4UXyBAYv9WPVgSncnTzrPd3TxYtKyzJn1ehcj+4I6GHabJiIKWgxYyB6uXxdZsyYp+7Jnj/PykiWTghf0QIqMDNSWEhGRH7DoNsTZprgqa1a9KBfFuSjSxYSXH30k0rSpviw2Vi/qRZMR5jtq1Urk009Fjh4N9JYTEVEGYoYlSAVFPUxCgsjSpXrmBaPuHj/uvByj7BrZl9q19eYkIiKyFWZYQlygulqna2YnZ86kGaSRUcGEm8OHi9Stq/cq2r5dZORIkfr1RQoWFHnqKZHp0/WJHYmIKKgww0L2zOwgKME8R8i+4PrcuaRlCGZq1UrKvlSqxMJdIrKVkOmEIcywWIJt6kjsmNlBPUvHjiLffity+rTI6tUigweL3Hef3o0a8x+98YZIlSr6fEc9eojMm6c3M4WoUDweiewKwQp+/OHaCiZb4PzBDIsfBUUdiR2h+Qg1L8i+oAbm8uWkZSjkNc93dPfdEip4PBLZh9UyLCX8eP5ghsUCQnHIfktARuW550Tmz9ebjjDmy4sv6l2k0Y0aI/D27i1yzz0iZcqI9O2rBzZYFsR4PBLZh9Wm2BhkgfMHMywUOnCoY5wXY8wXNCPdvJm0PFcufaRdZF7QjbpIkUBuLRFRSLjAgeOIUhEfr4+0a3SbRi2MWdWqSU1HNWpwviMiIj9gwELkCxTqYo4jI3jZtMl5eYECSfMdYVC7PHkCtaVEREGFAQtRWpw6lTTfEWpeLlxIWhYe7jzfUbly7DZNRHSbWHRLlBaYQbprV5FZs0TOnBFZtkykXz89OElMFFm5UmTAAJHy5UVKlRLp1UvPzFy5EvRdDq3QvZGIQg8zLES+Ongwqdv08uUi164lLcuWTZ8byci+FC8edF2W2T2aiNITMyxE/oKMCrpJo8kI3abRfRrdqIsW1TMsCGReeEEkOlqf72jgQJFVq5x7JNm4y6EVujcSUehhhoUoveCjhPmNjOzL2rV6Ma8BhbrNmumZl4cf1gt5iSikmQeIAysNFpdRWHRLFGj//COycKEevCAbg9sGFOka8x098og+hQALd4lCjrmJFUKxufUCAxYiC0Gh7oYNSYPW/fGH83IMUofABQFMkyb6IHZEFPSYYREGLBS6c17YwrFjSd2mlywRuXQpaVmWLCINGiQV7t57byC3lIjIrxiwUIZhr5E0Qi8jdJM2si8HDjgvR8BiNB098IBIRESgtpSIKN2xlxBl2PgbvvYa4TgeLhCAYPTcjz4S2bdPZPdukTFjRBo31rMtuG/cOP0x+fOLtGkj8tlnIidOBHrLiYgyDDMslOGZFGZkfIARdtFkZEwZEBfnvBzFukb2pWZNfRReIiIbYYaFLDv+Bsfx8AE+vG3binz+ucjx4yKbN4u8/bYenKBX0bZtIu++K1K3rkjhwiKdOonMmCFy7lygt5yIKF0xw0LJsIjWJjC79IIFevYF3acx+7QBmRYEMUbhLqYQYLdpIrIgFt1SwJtsGPhkoBs39IHqjMLdnTudl2OKAKPpCFMHZM8eqC0lIsqYJqFVq1ZJy5YtJSoqSsLCwmTu3LlOy2fPni1NmzaVfPnyqeUxMTFerXfWrFlStmxZiYyMlIoVK8qvaK+ngEivJhsEKwh8cE1+ZnSFHjVK5K+/RGJjRSZM0AOUyEiRI0dEJk0SadlSJF8+/f6JE0UOpa2GiAXURJRRfA5YLl26JJUqVZKJONl5WF6vXj15//33vV7n2rVrpUOHDtK9e3fZtm2btG7dWl127Njh6+ZROkA2BJmVtGZFWKsSQCVK6DNII9uC+Y5+/lnk+ef1TMvVq/oYMJgPqWRJvbkIM0+jazUyNT5gUErkf978MJgcCj8etDTA0+fMmeN2WWxsrFq+bdu2VNfTvn17rUWLFk731apVS3vuuec8Pufq1atafHy843L06FH19/B/K5q0aZIWPTZaXduJXbebPLh1S9O2b9e0kSM1rX59TQsPxwc56ZI7t6Y9/rimTZumaadOpbo6Hh9E/ofPmAwVdZ2Wx1gVvre9+f62RC+hdevWSRMMR27SrFkzdb8nI0aMUG1exqVYsWJiZXb9JWrX7SYPUHhboULSDNJ//633KkLvIozxgsLdWbNEunbVex1hvqN33hHZssV5Isd0zsYRUdqy1YNCIKNtiYAlLi5OChUq5HQfbuN+TwYPHqwKdIzL0aNHxcrsejDZdbvJS3nzijzxhMjXX+tjvOBHwhtv6OO7IOeycaPIkCEi1auL3HWXSPfuIj/+qI8PQ0QZwpsfBj1D4MeDJQKW2xEREaGqic0XK7PrwWTX7abbgK7QtWuLDBsmsnWrPu7L1KkirVuL5MihBzRffCHSrp2ejcFIvBiRd88ePbghIsuZHES1LZYIWAoXLiynTp1yug+3cT8RBUhUlMizz4rMmaMX7i5eLNKnjz63EYpzly0T6ddPpGxZ/b7evUUWLdLnRiIiSxgZRM36lghY6tSpI0uXLnW6b/Hixep+IrLIfEeoMxs7VmTvXv2C/+M+dKnGhI3jx6P4TO82jazMlCl6loaIApZVGRREzfo+DxyXkJAg+/fvV/+vUqWKjBkzRho1aiR33nmnFC9eXP755x85cuSInDhxQlq0aCEzZsyQMmXKqGyJkTHp3Lmz3HXXXapw1ujW3KBBAxk5cqTjOe+9955s3bpVKqBA0AscOM7aOIhcELt4UQQ/OIz5jlwnZaxUKWnEXRTxcr4jIr8qYbP52rz+/va1+9Hy5ctV9yPXS5cuXdTyL7/80u3yIUOGONbRoEEDx+MN33//vVa6dGkta9asWvny5bVffvnFL92iKDDs3OWOfOw2vXWrNrp5bm1tUdESw0xdpnHJl0/TOnbUtOnTNe3s2UBvLVFQmmSz4Qa8/f7m0PyUIZhhCc33e2j5XvLHtPel1h9npfnBTJL7iqlrdKZMaA9Oyr5UrMj5johC0AXOJUREVgpeBtfuL8/duC9pviPXkawxlhKmDEDwgvmO0DOJiILeBQYsRGTpLNrhw3rNC4IX9Di6csW5yLdhw6TsS6lSft12IgrCyQ+JKPR4M5aDN90nndYTHa3Pb4R5jtBtGoEL5j/CPEjoGr1wocjLL4vcfbdIuXIir74qsny5z/MdEWWkYBr3xGqYYQkA1nNQMPY68Oa49qr3Ak5Ju3YlNR2tWSOSmJi0HJ/vpk31zEvz5hgWO132kSgUe+hYATMsFhZMA/lQaPBmLAdvRkX2akwIFN7+5z8i/fuLrFghcuaMyMyZGA9BpEABfVqAH34Q6dZNn++oRg2RoUNFNm1yO98RUUYKpnFPrIYZlgBghoXoNiEg2bw5KfuCSRnNkG1B1gXZl4ceEsmdO1BbSkReYtEtEQW/kydFfvtND14wdQAGsTNkzixSr15S4S6mEGC3aSLLYcBCRKHl+nWR1auTRtzFpIxmJUsmBS/ogRQZGagtJSIT1rCQrbHSnnyWNWvSDNK7d4vs2yfy0Ud6gS6WxcaKTJigNxlhvqNWrUQ+/VTk6NFAbzkReYEZFrIkVtpTukpIcJ7vyHVSRoyya2RfatfWm5OIKEMww0K2xkp7Slc5c4o8+qg+gzQyKjExIsOHi9Stq08RsH27yMiRIvXrixQsKPLUUyLTp+vjwxBZ1OQQy0Qzw0JEoQ1ByYIFevYF1+fOJS1DMIMZpo3sC2aeZuEuWUSJIMlEM8NCROQN1LN07Cjy7bcip0/rhbuDBoncd5/ejXrdOpE33hCpUkWf76hHD5F58/RmJqIAGhRimWhmWCigOCYNWRqaj4z5jlADc/ly0jIU8prnO8IUAkTkM3ZrJlsIlpQmhYCrV/WRd41B69DryKx06aTgBbUwCGiIKFVsEiJbCLWUJtm4YBDjtjz8sMjHH4scOCCyc6fIBx+INGqk9yrau1dk7FiRJk1E8ucXeewxkS++0Ae3I6I0Y4aFiAIiqLJr8fH6SLtGt2nUwphVrZqUfcHcRyjmJSKFGRYisrSgyq5hzqJ27US+/FLPqGzcKDJkiB6cwNatIsOG6WO8YMLGLl1Evv9e5Pz5QG852cxku2Um0xEzLERE/nTqVNJ8R4sW6bNNG8LDnec7KleO3aYpdDKT/2KGhYhsI6h/NWIG6a5dRWbNEjlzRmTZMpF+/fTJGBMTRVauFBkwQKR8eZFSpUR69dKbla5cCfSWkwUNCqbMpI+YYSGigAvGX41eOXgwqdv08uUi164lLcuWTeTBB5OyL8WLB3JLifyGGRYK7V+1ZCsh+6sRGZUXX9SbjDDi7vz5Is89J1K0qJ5hQSDzwgsi0dH6fEcY0G7VKpGbNwO95UQZjhmWEBayv2qJrA6nZcxvZGRf1q7VR9015Mkj0qyZnnlBV+sCBQK5tURpwgwLpSpkf9WSV5iBCyAU3mJqAGRUMFXA33/rUwdgCoE779R7F82cKdK5s14jU6eOyLvv6r2RguM3KFEyzLAQkVvMwFkUCnU3bEgacfePP5yXFyki8sgjevYFg9jlyhWoLSXyCjMsZDv8RW8tzMBZFLpC160rMny4SEyMPt/RlCkijz4qkiOHPg7M55+LtG2rT+z40EMi48aJ7NsX6C0nShNmWMgy+IueKI3QywjdpI3sC6YQMLv3Xj3zggzMAw+IREQEakuJHJhhIdvhL3qiNEIA0rSpyEcf6RmV3btFPvxQ7x6N+Y5wH7IteAzmO2rTRuSzz0ROnAj0lhOlihkWIqJQgBF2lyxJmu8oLs55eZUqzvMdoemJyELf3wxYiIhCDbpIb9uW1HS0aZNz7yJkX9BdGsELuk/nzRvIraUgd4EBC/kCha4j14xUzTE9q/cM9OYQUUbC7NILFujBy8KF+uzTrkW+RvYFUwhwviOyQw3LqlWrpGXLlhIVFSVhYWEyd+5cp+WIf9566y0pUqSIZMuWTZo0aSL7UqlOHzp0qFqX+VIW82xQhkGwgoJXXBNRiClYUB/TBWO7YMyXFStE+vcX+c9/9G7UGAsGY8JgtN0SJfTRd3/+WeTy5UBvOYUQnwOWS5cuSaVKlWTixIlul48aNUrGjx8vkydPlg0bNkiOHDmkWbNmcvXq1RTXW758eTl58qTjsmbNGl83jdKABa9EpGTJItKgAU7mIn/9JRIbKzJhgkjz5iKRkSJHjohMmiTSsqXebRo9jvB9cIg9+8i/0tQkhEzInDlzpHXr1uo2VoXMS79+/eTVV19V9yHFU6hQIZk2bZo8+eSTHjMsyNTEYEyB28QmISIiP0NGBZM0GrUvCF7MkJExmo7QjITgh8iK3ZpjY2MlLi5ONQMZsBG1atWSdevWpfhcNBsh2ClVqpR07NhRjrh+EFxcu3ZN7aT5QkREfpQ9ux6MfPKJnlHBfEcjR4rUr6/XuuzcKTJ6tEjDhvr8Ru3bi3z1lV4jQ5RG6RqwIFgBZFTMcNtY5g4CGmRgFixYIJMmTVKBT/369eXixYsenzNixAgVDBmXYsWKpeOeEBFRilB4W6GCyMCB+gzSqH2ZMUOkUye9lxEKd2fNEunaVaRwYZzoRd55R2TLFueJHIkC0SS0du1auf/+++XEiROq6NbQvn179diZKOjywvnz5yU6OlrGjBkj3bt395hhwcWADAuCFjYJEREFGAp10VXaaDpCF2ozBDCofcEFUwfwnB3SLgSiSagwDkIROXXqlNP9uG0s80aePHmkdOnSsn//fo+PiYiIUDtmvhARkQWgeah2bZFhw/QZpI8fF5k6VQQ/bjHfETLuX3wh0q6dno1p3FhkzBiRPXs42zRlTMBSsmRJFZgsXbrUKXJCb6E6mP7cSwkJCXLgwAGnLA0REdlUVJTIs8+KzJkjcvasyOLFIn366HMb3bghsmyZSL9+IhjOAvf17i2yaJE+NxLR7QYsCCbQm8fo0YN6E/wfRbJo9unTp4+8++67Mn/+fNm+fbt07txZFdMazUbQuHFjmYBucv9Cj6KVK1fKoUOHVLNSmzZtJDw8XDp06ODr5hERkdXnO0LHjLFjRfbu1S/4P+5DryJM2Dh+vD7CLrpN47sDs1EjS0MhLbOvT9i8ebM0atTIcbtv377qukuXLqpwdsCAAWqslh49eqhalHr16qli2kj03/8Xsidnzpxx3D527JgKTs6ePSsFChRQz1m/fr36PxERBTFkVJBtwQUdLczzHZ08KTJvnn6BSpWSuk2jiJfzHYUUDs1PRETWg68mZPKNwt0NG5zrW5B9wXxHKNzF9Z13BnJrKQ04lxAREQUPdJs2z3d0/nzSskyZRFAnaWRfMIUA5zuyDQYsREQUnG7eFMFgpEb2ZccO5+UYlwuZFwQvDz6o90wiy2LAQkREoeHwYb3mBcELehxdueJc5IuRd43sS6lSgdxSsso4LEREdjJ582QpMa6EuiYbi44Wef55fQZpdJtG4IIZpXE/ukajCenll0XuvlukXDl0TdXnREKXarINZliIKGQhWDkcf1jNVH6oD2cbDjr4etu1K6npaM0afRReA74rmjbVMy+YjdplWhnKGMywEBGlYlC9QSpYwTUFIRTeYgbp/v1FVqwQwXAamCKmc2d9ckZMmvvDDyLduunTBdSoITJ0qD6tAOc7shxmWIgo6KHJZ+SakSow6Vm9Z6A3h6wAAQkCE6P2BZMymiHbgqwLsi+Y7yh37kBtadC7wKJbIiIdm34oVRik7rff9OAFUwdgEDtD5swi9eolFe5iCgF2m043bBIiIvoXm34oVZi77plnRH78UW86woi7r7wiUqaM3o0aTUpoWkITE4p3X3pJHxfm6tVAb3nIYIaFiIgoJfv3JzUdIXC5fj1pWfbs+mzTyLxg7BeMAUM+YZMQERFRektIEFm6NGm+I9dJGTHKrtF0VLu23pxEKWLAQkTkAxbmks/w9fnHH0nBy/r1zr2L8ubV5zlC8IJrzH9EyTBgISLyAQtzKc1Q+4JB6hDAoL7l3Dnn+Y4ww7SRfcHM0yzcVVh0S0TkAxbmUprlzy/SsaPIt9+KnD4tsnq1yKBBIvfdp2deMP/RG2+IVKmi17r06CEyb57ezESpYoaFiIjI344eTSrcRQ3M5ctJy7JmdZ7vCL2QQsgFNgkRERFZELpCo7eRMWVAbKzz8tKlk4KX+vX1gCaIsUmIiEKON5MZcsJDSkmGHB+RkXoR7scfixw4ILJzp8jo0SKNGum9ivbuFRk7VqRJE72Z6bHHRL74QiQuTkIZMyxEFFKFsyyupZQE/PiIj9dH2jV6HqEWxqxataQxXzD3EYp5bY4ZFiLymd2zD94UzrK4llIS8OMDcxa1ayfy5Zf6dAEbN4oMGSJSvbq+HHMevfOOPsYLJmzs0kXk++9Fzp+XYMcMCxFZ59elRXBMFrKkuDi9uzSyL4sW6bNNG8LDnec7KlfONt2mmWEhIvv9urRIxgfBCgI3XBNZRuHCIl27isyapY/5smyZSL9++mSMiYkiK1eKDBggUr68SKlSIr166c1KV65IMGCGhYgsK1AZH2ZYyHYOHkzqNr18uci1a0nLsmUTefDBpOxL8eJiJcywEJHta1UClfFBkIIAicFK8ErPz4AlPk+lSom8+KLIb7+JnD0rMn++yHPPiRQtqmdYEMi88IJIdLQ+3xEGtFu1Sp+J2iaYYSEKQaxVoVCXnp8BS3+e8BW/fXvSmC8Ybdc831GePCLNmiXNd1SgQIZvIjMsRGSbWhV/sMSvXrL1Z8DbY8jSn6ewMH1qgMGDRdas0btJY+oATCFw551676KZM0U6dxYpVEikTh2Rd98V2bpVD3YshBkWIgpKlv7VS7YQ9MdQYqLIhg1J2RfMPG1WpIg+3guyLxjELlcuv2wGMyxEFNIs/auXbCHoj6HwcJG6dUWGDxeJidHnO5oyReTRR0Vy5NDHgfn8c5G2bUXy5RN56CF9FN4AYYaFiCiNPYmAvYrs63Z6hQV9T7Jr1/Ru0kb2BVMIYFTdv//Wm5LSESc/JCLKoOYCCOqmgyB3O00/Qd9cZIYwAZkVjLL71FOS3tgkRESUQc0FQd90EORu5/0Lqfc8LEykTBm/BCs+bQYzLERkN1ZOx1t524isyG8ZllWrVknLli0lKipKwsLCZO7cuU7LEf+89dZbUqRIEcmWLZs0adJE9u3bl+p6J06cKCVKlJDIyEipVauWbMSET0Tkd3bs/mvlofOtvG0Uep+VYOJzwHLp0iWpVKmSCjDcGTVqlIwfP14mT54sGzZskBw5ckizZs3k6tWrHtc5c+ZM6du3rwwZMkS2bt2q1o/nnHadVpuI0p0dv2AzMh1v/pLy5gsrpJoKQowdPytBRUsDPH3OnDmO27du3dIKFy6sjR492nHf+fPntYiICO27777zuJ6aNWtqvXr1ctxOTEzUoqKitBEjRni9LfHx8Wp7cE1E3pu0aZIWPTZaXVNyeG1kqKhr8/8zAt8ba72GfD/8w9vv73Qtuo2NjZW4uDjVDGRAuxSaeNZhOGA3rl+/Llu2bHF6TqZMmdRtT8+Ba9euqXYv84WIfMd5c/xbXJuWZgT+ok+79HwN+VkJrHQNWBCsQCEM72uC28YyV2fOnJHExESfngMjRoxQwZBxKVasWLrsAxGRpy+p2/nCSssXJpuX0o6vYfCwbbfmwYMHq4pi43IUI/QREQXRFyZ/0acdX8PgkTk9V1a4cGF1ferUKdVLyIDblStXdvuc/PnzS3h4uHqMGW4b63MnIiJCXYiIrMzIzBCRhTIsJUuWVEHG0qVLHfehtgS9hepgBkg3smbNKtWqVXN6zq1bt9RtT88hIiKi0OJzwJKQkCAxMTHqYhTa4v9HjhxR47L06dNH3n33XZk/f75s375dOnfurMZsad26tWMdjRs3lgkTJjhuo0vz1KlT5auvvpJdu3bJ888/r7pPd+vWLb32k4hsjmNgEIU2nwOWzZs3S5UqVdTFCDbwfwwWBwMGDJCXXnpJevToITVq1FABzoIFC9SAcIYDBw6oYlvDE088IR988IFaB5qOEADhOa6FuEQUuoKhx0xagi4GbGnH19DeODQ/EdmCpyHv7TQUflomzPP1uXZ6XTJKSE1YaCOc/JCIQqK3h50yL2npMeTrc82vCzMLOnZxtjdmWIjI1phJSP11MYIXZhbIiphhIaKQYNdxNvyd9TC/LqGWWWBGKTgxw0JEFKL1FMGanbLCa0veY4aFiMjCrJD1CFT9j78zIFZ4bSn9MWAhIksJlXS+p6Ysf++/ef2B+mL3R6Bk3i+7NhNSytgkRESWEurpfG/239yUA7406wRrU5QV9otuD5uEiMiWQj2d783+mzMUvnZfTsvrm17ZH39kQEL9uAkFzLAQEdmMpwxLenVf9pQBYRaDAvn9na6zNRMRUcbPAG3+vzmQSeu4LUaNiXG/sYxZDAoENgkREQWYFZpazEGKuXnFfL95/YEqjg6VomxKjgELEVGAWWF6AXOQ4s2gc4HaZiu8VhQYDFiIiALMCgWjnrIznu4P1DZb4bWiwGDRLREREQUMuzUTEVFQYz1LaGHAQkREtsR6ltDCgIWIiGyJ9SyhhTUsREREFDCsYSEiIqKgwYCFiIiILI8BCxEREVkeAxYiIvI7dkGmtGLAQkREfscuyJRWDFiIiMjv2AWZ0ordmomIiChg2K2ZiIiCouaF9S8EzLAQEZHlIEBBzQuakcD4P2aOpuDCDAsREWUIf2RAzDUvrH8hYIaFiIjSLRvCDAj5ihkWIiLKEMyAUEZgwEJERGnSs3pPlVnBdVqwuJZSwoCFiIgsgYPLUYYHLBcvXpQ+ffpIdHS0ZMuWTerWrSubNm3y+PgVK1ZIWFhYsktcXJw/No+IiCyITUuUksziB88++6zs2LFD/u///k+ioqLkm2++kSZNmsjOnTvlrrvu8vi8PXv2OBXcFCxY0B+bR0REFoHmH2RUEKSgSSmtzUoUvNK9l9CVK1ckV65cMm/ePGnRooXj/mrVqknz5s3l3XffdZthadSokZw7d07y5MlzW3+XvYSIiOyHPYzoQqB6Cd28eVMSExMlMjLS6X40Da1ZsybF51auXFmKFCkiDz30kPz+++8pPvbatWtqJ80XIiKyFzYDkbfSPWBBdqVOnToybNgwOXHihApe0CS0bt06OXnypNvnIEiZPHmy/Pjjj+pSrFgxadiwoWzdutXj3xkxYoSKyIwLnkNERIHla0+f9OphRMHPLwPHHThwQJ555hlZtWqVhIeHS9WqVaV06dKyZcsW2bVrl1fraNCggRQvXlzVwXjKsOBiQIYFQQubhIiIAodNPGSrgePuvvtuWblypSQkJMjRo0dl48aNcuPGDSlVqpTX66hZs6bs37/f4/KIiAi1Y+YLEREFFpt4yFa9hAw5cuRQFxTTLly4UEaNGuX1c2NiYlRTERER2Qd7+pCtAhYEJ2hpKlOmjMqS9O/fX8qWLSvdunVTywcPHizHjx+Xr7/+Wt0eN26clCxZUsqXLy9Xr16Vzz77TJYtWyaLFi3yx+YRERGRzfilSQjtUL169VJBSufOnaVevXoqiMmSJYtajuLbI0eOOB5//fp16devn1SsWFHVrvzxxx+yZMkSady4sT82j4iIMgCH2qf0xNmaiYjIL1iAS97gbM1ERBRQLMCl9MQMCxEREQUMMyxEREQUNBiwEBERkeUxYCEiIiLLY8BCRERElseAhYiIiCyPAQsRERFZHgMWIiIisjwGLERERGR5DFiIiIjI8hiwEBERkeUxYCEiIiLLY8BCRERElseAhYiIiCwvswQJY9JpzPpIRERE9mB8bxvf40EfsFy8eFFdFytWLNCbQkRERLfxPZ47d26Py8O01EIam7h165acOHFCcuXKJWFhYeka+SEIOnr0qNxxxx0SCkJtn0Ntf0Nxn0Ntf0Nxn0Ntf4NpnxGGIFiJioqSTJkyBX+GBTtZtGhRv60fB4OdD4jbEWr7HGr7G4r7HGr7G4r7HGr7Gyz7nFJmxcCiWyIiIrI8BixERERkeQxYUhERESFDhgxR16Ei1PY51PY3FPc51PY3FPc51PY3FPc5aIpuiYiIKHgxw0JERESWx4CFiIiILI8BCxEREVkeAxYiIiKyPAYsREREZHkMWFIxceJEKVGihERGRkqtWrVk48aNEgxGjBghNWrUUFMZFCxYUFq3bi179uxxeszVq1elV69eki9fPsmZM6c89thjcurUKQkGI0eOVFM49OnTJ6j39/jx4/L000+rfcqWLZtUrFhRNm/e7FiOToJvvfWWFClSRC1v0qSJ7Nu3T+woMTFR3nzzTSlZsqTal7vvvluGDRvmNKGa3fd31apV0rJlSzWEOY7fuXPnOi33Zv/++ecf6dixoxoZNU+ePNK9e3dJSEgQO+7zjRs3ZODAgeq4zpEjh3pM586d1TQtdt3n1N5js549e6rHjBs3zrb76wsGLCmYOXOm9O3bV/Vz37p1q1SqVEmaNWsmp0+fFrtbuXKl+nJev369LF68WH3wmzZtKpcuXXI85pVXXpGffvpJZs2apR6Pk0Dbtm3F7jZt2iSffvqp3HfffU73B9v+njt3Tu6//37JkiWL/Pbbb7Jz50758MMPJW/evI7HjBo1SsaPHy+TJ0+WDRs2qJM+jnEEb3bz/vvvy6RJk2TChAmya9cudRv79/HHHwfN/uLzifMQfki5483+4Yvsr7/+Up/7n3/+WX1B9ujRQ+y4z5cvX1bnZgSquJ49e7b64dWqVSunx9lpn1N7jw1z5sxR528ENq7stL8+wTgs5F7NmjW1Xr16OW4nJiZqUVFR2ogRI7Rgc/r0afwM1VauXKlunz9/XsuSJYs2a9Ysx2N27dqlHrNu3TrNri5evKjde++92uLFi7UGDRpovXv3Dtr9HThwoFavXj2Py2/duqUVLlxYGz16tOM+vA4RERHad999p9lNixYttGeeecbpvrZt22odO3YMyv3FsTlnzhzHbW/2b+fOnep5mzZtcjzmt99+08LCwrTjx49rdttndzZu3Kged/jwYdvvs6f9PXbsmHbXXXdpO3bs0KKjo7WxY8c6ltl5f1PDDIsH169fly1btqiUqnmCRdxet26dBJv4+Hh1feedd6pr7DuyLub9L1u2rBQvXtzW+4+sUosWLZz2K1j3d/78+VK9enV5/PHHVbNflSpVZOrUqY7lsbGxEhcX57TPmIAMTZ923Oe6devK0qVLZe/ever2H3/8IWvWrJHmzZsH5f668mb/cI0mAhwXBjwe5zZkZILlXIZmEuxnMO7zrVu3pFOnTtK/f38pX758suXBtr9BOVtzejtz5oxqEy9UqJDT/bi9e/duCSb4AKCWA80HFSpUUPfhxJc1a1bHh968/1hmRzNmzFBpYzQJuQrG/T148KBqIkGz5muvvab2++WXX1b72aVLF8d+uTvG7bjPgwYNkgsXLqhAMzw8XH1+hw8frtLjEGz768qb/cM1glezzJkzqx8qwfAaoOkLNS0dOnRwzF4cbPv8/vvvq+3HZ9mdYNtfMwYspLIOO3bsUL9Gg9XRo0eld+/eqk0XBdShAIEofmW999576jYyLHifUd+AgCXYfP/99zJ9+nT59ttv1S/PmJgYFYijjT8Y95ecIUPavn17VXiMQD0YbdmyRT766CP1wwtZpFDDJiEP8ufPr36lufYSwe3ChQtLsHjxxRdVUdby5culaNGijvuxj2gWO3/+fFDsPz7oKJauWrWq+rWBCwprUaCI/+NXaDDtL6CnyH/+8x+n+8qVKydHjhxR/zf2K1iOcaTIkWV58sknVa8RpM1RSI0eccG4v6682T9cu3YauHnzpupVYufXwAhWDh8+rH6UGNmVYNvn1atXq31BU7VxHsM+9+vXT/VmDbb9dcWAxQOkzatVq6baxM2/WHG7Tp06Ynf4FYJgBZXmy5YtU11BzbDv6F1i3n9U3+PLzo7737hxY9m+fbv61W1ckH1Ac4Hx/2DaX0ATn2tXddR3REdHq//jPccJzLzPaFJBO7cd9xk9RtBOb4YfHfjcBuP+uvJm/3CNoBwBvAGff7xGqHWxc7CC7ttLlixRXfjNgmmfO3XqJH/++afTeQwZRATrCxcuDLr9TSbQVb9WNmPGDFVhP23aNFV53aNHDy1PnjxaXFycZnfPP/+8ljt3bm3FihXayZMnHZfLly87HtOzZ0+tePHi2rJly7TNmzdrderUUZdgYe4lFIz7i94SmTNn1oYPH67t27dPmz59upY9e3btm2++cTxm5MiR6pieN2+e9ueff2qPPvqoVrJkSe3KlSua3XTp0kX1nPj555+12NhYbfbs2Vr+/Pm1AQMGBM3+opfbtm3b1AWn7zFjxqj/Gz1ivNm/hx9+WKtSpYq2YcMGbc2aNarXXIcOHTQ77vP169e1Vq1aaUWLFtViYmKczmXXrl2z5T6n9h67cu0lZLf99QUDllR8/PHH6kssa9asqpvz+vXrtWCAD4K7y5dfful4DE5yL7zwgpY3b171RdemTRt1IgjWgCUY9/enn37SKlSooALvsmXLalOmTHFajq6wb775plaoUCH1mMaNG2t79uzR7OjChQvq/cTnNTIyUitVqpT2+uuvO31x2X1/ly9f7vZzi2DN2/07e/as+vLKmTOndscdd2jdunVTX5J23GcEpp7OZXieHfc5tffYm4DFTvvrizD8E+gsDxEREVFKWMNCRERElseAhYiIiCyPAQsRERFZHgMWIiIisjwGLERERGR5DFiIiIjI8hiwEBERkeUxYCEiIiLLY8BCRERElseAhYiIiCyPAQsRERGJ1f0/Ketd3S6K3MsAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "login success!\n",
      "logout success!\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "login success!\n",
      "logout success!\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "login success!\n",
      "logout success!\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "login success!\n",
      "logout success!\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "login success!\n",
      "logout success!\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "login success!\n",
      "logout success!\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "login success!\n",
      "logout success!\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "login success!\n",
      "logout success!\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "login success!\n",
      "logout success!\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "login success!\n",
      "logout success!\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "login success!\n",
      "logout success!\n"
     ]
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjMAAAGzCAYAAADaCpaHAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjMsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvZiW1igAAAAlwSFlzAAAPYQAAD2EBqD+naQAAUVJJREFUeJzt3QeYE3X+x/HvSlmqNKlSRQEVKyKCXZDi2QDPforHqSCo2MWzgOXAcnd28GzoKaJ4YjvFQlUpCgcnoKIgKyBFgaN3yP/5/O5m/7PZ7G6SzSaZ5P16njy7SSaTmcnMb77z/ZXJCYVCIQMAAAiofVK9AAAAAKVBMAMAAAKNYAYAAAQawQwAAAg0ghkAABBoBDMAACDQCGYAAECgEcwAAIBAI5gBAACBRjADAAACjWAmQ+zdu9ceeugha9GihVWqVMkOP/xwe+2116L+/Pr16+2qq66yunXrWtWqVe3UU0+1f/3rXxGnfffdd+3oo49239O0aVO75557bPfu3RGn/fTTT+20006zGjVqWPXq1a1du3b2+uuvF5hm+/btNmzYMDvkkEOsSpUqtv/++9tvf/tbW7BgQaH5zZ49284880xr0KCBVatWza3n448/bnv27CkwXfPmzS0nJ6fQo1+/fgWmmzp1qp199tnWpEkTtz6ab/fu3e2LL76IuI1HjhxpRx55pPvu+vXrW48ePWzatGmFpv3hhx/swgsvtMaNG7t1atOmjd177722devWAtOdcsopEZdTy+D31Vdf2cCBA+3QQw91v4+2+/nnn2/ff/99xO2uZR0xYoRb1sqVK1udOnXc7/Dvf/87f5rvvvvObr31VjeNfpuGDRvab37zG5s1a1ah+RW1PfU46KCDCky7YcMGN1+9ru9u1qyZ9e3b15YuXRr3PFevXm1XXHGF1atXz81T+9/YsWMLLee4ceOsW7du1qhRI8vNzXXb/7zzzrP58+dbOtLvNGrUqPx9UL9t27Zt7f7773fHRbiittfw4cNL/K5Y9qFnn33WTj75ZLePazuqXNH2z8vLKzRttL+3jBkzJr/sUFmj6dasWVOqeYrKlI4dO7r1qlmzpnXq1MkmTpwY1zxj2YdiKbuiKWMnT55c5G+sxwMPPFBi2ZGTk2MVKlSIa56xlIfpJod7M2WGwYMHuwLtyiuvtPbt29s777xj//znP11Ao5NqSQXqiSee6E50t9xyi+2333729NNP27Jly1zw4D+xfPjhh+6EpwPpoosusnnz5tlTTz3lDlKdPP1efPFFV1icfvrp7gApV66cLVy40B3wN998c/50vXv3dgGSll0F3YoVK9w8t23b5uavQke0LCqktDyarwoPLY/W9brrrrPHHnuswImyVq1adtNNNxVYplatWtmxxx6b//y5556z999/320zHbj/+c9/7JVXXnHfq+3nDyo0r7/85S926aWXuu2lwumZZ55xhaEOdm++2m4KshTAKXiqXbu2TZ8+Pf+kpeX1aDsuXrzYFYh+KkgVfHhUmOo7VFBq3qtWrbInn3zSNm/ebDNmzHAnQL8+ffrYq6++apdddpkr5Lds2WJz5syxSy65xP0eot/g+eefd9tfy67CXuujE9b48eOtS5cu+fN7++233Xf5/fTTT3bnnXfaNddc434vb1867rjj7JtvvnGva3svWrTI7U/77ruvffvtty5wimWeGzdudEGwAprrr7/e/U5vvPGGK3i1jhdffHH+5xUw6ruPOuootx9rO73wwgu2cuVK9xscccQRlk60/toe2mYK0hWsaTlfeuklO+mkk9wJWSccj/7X76ff1U/rqyClOLHsQ9r+CrwPO+wwdxwtWbLEBTi6aFA5of0z1t9b5YOm6dy5s/Xq1cuWL1/ujtkDDzzQZs6c6U6esc5ThgwZ4n53rZ/mvWvXLhd4HH/88fa73/0u5nnGsg9FW3ZFW8ZqH//kk08K/XZ///vf7eOPP7Yvv/zSlVWi6TS935YtW1yZc8YZZ7jyK9Z5xlIeph0FMwi25cuXhypUqBAaMGBA/mt79+4NnXjiiaHGjRuHdu/eXeznX3/9dQW0obFjx+a/9ssvv4Rq1qwZuuiiiwpMe8ghh4SOOOKI0K5du/Jf++Mf/xjKyckJffvtt/mvLVmyJFS5cuXQddddV+Ky67tvvvnmAq9PnDjRvf6Xv/wl/7Urr7wyVLFixdDatWsLTHvSSSeF9t133wKvNWvWLPSb3/wmFI8tW7aE6tevH+rWrVv+a1pfrc95551XYNoff/zRLad/PR944AH32vz58wtMe9lll7nX161bl//aySefHDr00ENLXKYvvvgitGPHjgKvff/996Hc3NzQJZdcEvH3fOutt4qd56xZs0KbNm0q8NqaNWtCdevWDR1//PElLtN9993nvkfL5l9Ovfbkk08WmPaFF16IapkizfOhhx5yr02YMCH/tT179oTat28fatCgQaHtEm7VqlWh8uXLh66++upQWZk0aZJbRu33sdCy+9fVM3ToUDe/Tz75pMDres1/nMciln2oqP1F3z9s2LCYf299r8oTHasqmzzvvfeem+7xxx+PeZ4yffp0V/b4y4mi1r00+2WkfSiWsiuWMjaSAw88MHTQQQeVON3f//539z2vvvpqwuYZqTxMR1QzlWDSpEnuakipx3CjR4927ylaTyVd6etqRFccHi1X//793dVPScv35ptvunSyrpY8SoUqBa1579ixw72mqxU9lIUpX758/rT6XpWzmo9H1TG6itNVjujqL1IScNOmTe6vvt9PVR6idLBHV+i6elMaOXxa/3R+O3fudFcrsVDGR+uvzItH21dXW+HLqSvpffbZp9ByFrVOmrZixYqFvlPVdOFZCj9lpMI/p6s5XY3rqtJP2SNlWnr27OmuCItaf2U7VF3mp+ooXUGGzzMS7f+qftCyRbPuUtTvVNw8P/vsM/d7+DNV2o7aP3XVPGXKlGLnqd9Iv6n/91TVqOYxYcKEAtNq39Z29lfHlSV9l39dPfrtpKjfQftipGqo4sSyD0WibKf4t2O0v7cyJfrcBRdcUCDTpGyU9kFVP8U6T3n00UddBkEZO5UvRR1Dpd0vI+1DsZRd0ZaxkShzoiySsqolGT16tKvCOuecc4qdLpZ5RioP01Kqo6l0p6uIJk2ahHr37l3ovTPOOCPUsmXLYj+vK8hff/01qsfOnTvjWsY//OEPoapVqxa44pFFixYVuuopKkLv0aNHodefe+459/mvv/7aPX/llVfc85kzZxaaVhmgXr165T9v165d6PDDDw+NHj06tP/++7vP1apVK3TnnXe6beLROuuzusJ+9913Q8uWLXPzV8aiRYsWof/85z/5044YMcLNR+v7zTffhPLy8txryko9+uijhTIzyqSUK1fOfUbPw6fx27Bhg/sNlF0aPHiw+8wdd9xRYJoOHTq47azt8NNPP4X+/e9/u0xNnTp1QosXL86f7sMPP3SfP/vss0Nz5swJLV26NDRmzBiXPRo0aFCBeWo9tfzKOOkzugLSNopmX9DvrW3btWvXAuuhK1VdvWs9qlWr5uarbamrw2h06tQp1KpVq2Kn+de//uXmq6ycn7ahtlGbNm1cJkVXr5MnTw4ddthhLpPiz+hFO0+tX9OmTQtN/9RTTxXKFHi03+jKV/vu73//ezfd3/72t/z3tX2POuoot19s3LjRvTZ+/Hg3nbJDycrMFOXjjz9289Px46fXtH31G+v/gw8+OKqr8Fj2ofBM3erVq0NfffVV6KyzznLfqWWL9feeNm2a+6wyIeGUCdSx6pULsexD++23nzvO/vrXv7rjUN+hsuSJJ54o9X4ZzT4UbdkVbRkbibK+muaHH34IFeeXX35x2aNosmwlzTOa8jDdEMxEQT+mUrHr168vtOPcc889xX5WhZt2hGgeKhDjoeqUAw44IGJ6UPO9/fbbi/28DnIdrOH++c9/us+rkJeHH37YPdfJOZwKhOOOOy7/uU7cCl603e66667Qm2++Gbr44osjLo8KAAWF/m2hYGjlypUFplN12cCBA93J35tOwYoCmnAqeB988MHQ22+/HXr++eddlZumv/XWWyNuA6VQvXkqsFA6edu2bQWm0YF/9NFHF1hObffvvvuu0Px0QlQB7Z82/CQt2u5DhgwJ/eMf/wi9/PLLrmDWtOeff34o2pSy1i88IFDBrsDo6aefdie7Y4891p0AFWgVZ+rUqW46/WbFuemmm9z3KKgM9/7774caNmxYYN21fcOrtKKd57XXXhvaZ599XPDqd+GFF7rptU+Ea926df53K6ALD6Jl3rx57rdWcKwTj07qxxxzTLEBV7KCmS5durhjyH9C9AJNBeXvvPOO2+/btm3rvle/czwi7UN+On697ah9KtKFUTS/t06M2q/69u1b4LM6drzPKHCKZZ6qrvWWS7+xyicF7N27d3evjxw5MubljHUfirbsiraMDacyT8exjt+SPPHEE25eH3zwQbHTRTPPaMrDdEMwEwVFp/pRFUWH7zglRcvaAVTvHc3D35YiFqeddpq7QgunA0/LeP311xf7eZ0o+vfvX+h1XcHo8+PGjXPP7733XvdcV2rhFCyoLY1/npp2+PDhBaZTQaOTvHc17NXbK/OlIEfBxyOPPOIKqBNOOKHQAaQrsDPPPDP00ksvuYLr3HPPdUGlt4zFXYHqANW0uoIKpwyKrjhVqKte/4orrihUyKne/He/+53LeqiOXScQZQx0tafCOvwkoe/TlZwCFRVkKszDrxgjUdsgbTu1Byhun9TJrmPHjgXaRCkY8QqhGTNm5L+uddFVbHFtYfS76kpTAVpxgYf2K534ldmIRAW8spZqO6TfU8FalSpVCrU3inaeyoApgFXhq7YPyjj+6U9/yj/Rhp8gvUyAThD6jRRoK1CKlO1SVkfz0Lw1vwULFoSioQsbf1ZV66n5KJj0v15SABeJ1+YqmgBFbVEU0KjtxdatW2P6nqL2ofD2Hzo5/vnPf3a/TaQsWLS/9wUXXOCOPx3fymRqX1WZ4V2c+I/LaOapiypvX1fm078vqW2f9uV4ljOWfSjasivaMjbcRx995N5/7LHHQiXp2LGjy3KVFIxHM89oysN0QzATJe3Mp556av5zZSH8mYhkULTvf3iFVzpmZjRPTavqGD8FIXp9ypQp+ScFXSWoEPBTCji8QFdBqpRu+EF1yimnhBo1alTiQexVIyjQKOkEoUa5/qpFzVsnjfAsgAozFcb+jM9rr73mArbwoKlPnz6u8PRfgUbiXa0WVd2h316/t6o/f/755wLvqTrAq1YKpwJJyxppO23evNn9hjVq1HAZi+J4DRzDfzPRSUrrqEyc36hRo4q9aixunqKGk141gleV4FU7lhSs6yJB+5hORuF0EtcJVfNRgBQtVSVEk229/PLLQ7HQSTlSBqM4ykDouz777LOoP1PcPlQUBZGVKlUqEJDH8nvrWPcyj97j0ksvddXT+t/LQkU7TwWLeq59OjwY8xpQe+VPvPtlcftQLGVXvJkZdRpQ9lkXUsVZvHhxkVnKeOdZXHmYjghmoqQDWNG1TlBeW5TwlvGR6CALD0KKepTUKyO8oHzxxRfd60qT60BNpzYzaiWvabdv315gOq89ia5iRJG/nisoCKerRn/9rwpeVVWFU6+BaLJkuuqO9ipHVYs6qXgBo3cF5W8v4FHbIH/GQ1kqVQeEUzYnUg+VooLQG264odB7KkCPPPLIUO3atSNmEXRi0mcjBdq33Xabe89fXSra79RmQpkJFcQl0YlWx0Kkk6Cqp/Re+O/uVQlEqmoraZ7+5fzyyy9dxkr/e1eYajtTEvUYUQAUTvudjh3NJ5peJf6ePf6sqk5omoeOEf/r0WZ6RPuWUvrKPMZS1eWdEFX1FI2S9qGSrv79+1Y8v7cCDF3MeNWGXkYh1nkqA6PgKtLv6gW6c+fOjXs5S9qHYim74mkzo7KnevXqUfUiuu9/vQCLy+bGOs/iysN09P9dUlAsjdVy4403unFb1JNAgxKpZX5JNI6AemdE23NK444UJXysAG9cCQ16pvEB1CNBgzd5NHaD935x9L56jKjni3p4+D+vluwak8E/Hw2q5h+rRWMrqNeUeoL4e8po4Liff/7ZDjjggALTilrHizdOQvigd4rd9Jp/MD5NGz6d19NIihq4z/Pjjz8W+O7i6DfWMqjHgnolFLWc3veHL6fG5kj0cqr3yllnneUGOdNghP7f2qPxP9S7Q9s9nLa9eoP5x+jQb64xS9SrR2O3aKC04qjXxT/+8Q+3n3pjjfhp3b3fLtp1L2meHvXE8cbDEG0D8Y+HU9zvqXF0/LTuGo9H44wMGjTI/vSnP7mxSvw9Toqi/dvP692nsU28Xj+x0LGmHkzHHHOM+x38vQVLEst+Hc0+VNJ29Pe8ief31mB9eoh6yGicFY3XEus8VVapTNJggOq16O+pFamciXU5S9qHYim7oi1j/TR+jcqfaHsxtWzZ0o2lU5xY5llceZiWUh1NBYlSpLoKV08PNTCNRjLazChbVNQ4M2qH4E/BrlixwtWV++t+ldoOHwNBKVzVw6ue20/tQ5SW989TDeMUtfsbbqoOOLwFvK6kVJesK0LvCklpX00X3pDaa4Pgb3Ojah591l9No+VQgztdbXjrpHFowtPOek/ZE135+hvnRWr/o3S3skB6hI+xEV5tMHv2bHfF169fv/zXdGWt71m4cGGBadW+x599UI+B8CtF/W7a5vouzdu/ntr/1OZAV+LFUbVLeBZJv6euFtVmwO+aa65x0z7zzDOhaHjZpaIajHoZCi9r6FGj1fC2DdHOMxJdDes317b2i/R7qlGuptXx4OdVm6onivZNZdPq1atXqP1TWTcA1nGjKjSl8osrA9TpIJzanqkBqtpD+TO7Xk8UZfli3YeUFYq0HMrIqnpC7cZK83v76bjRMaGMWzzzVBu68F5GKnNVhaZ2M/HMM9p9KJayK5Yy1qPfSlnDktqqeI3+7yqh0X4084y2PExHBDMx8HZePaLt5post9xyi1uuq666KvTss8+6djR6Ht5tUyfj8EJXhZxSx2qxr7pmpe1VsOrgDe+po0GuFLio0bEKEHXxU2GkRqvhJ+XOnTu7abVMmufpp59e6MTp1cdqOrUpUf2/BqFS+lg9D/wnFq+aS4W3eiqp+kwpar12//3350+nAkvTqFpF81NbCK/XR3i7CPVO0gGuRoHabioQVGWmdfIXPOItf8+ePV0a++6773Y9tlQf7t9OSqGr0NeJUY2mte5KMeuzqhL0nwCVtlZ1kqZRgauAy/sdIwUoCqLV5if84ae6cG07/X4qaFUNpwBc7Xi8tLv/RKBtGGmeakcTTvXm4T37/BRoap0UzGnf0G+tnhDaHvqdI1WlljRPUQN3bW+l5VUloKBW3arVxdZP21zVAdo/tH/quNC02p/8g9MpgNBr2ufCq5x++9vfhpIVzCgY0UlC+5tOfuG/gRqhevRb6kJCFw9aNx2r2gY6dnRs+Gna8B6S0e5DOnl5bTzU8FfHkC6UtG20Lf3VKrH83mrzpqoXHbdqT6KqzfBjN9Z5qtpDr+liTuWG5q22X5rW3w4mlnlGuw/FUnbFUsZ6F2RaJ/XYK4nXC/C7CPOJdZ6xlIfphmAmBtp5dfJSI8l066amK0udqFW46YDVgRJewBUVzIiuxNRuQVeIKrTUwFGNSSNR1kV17joBaUcvalwURf8qQL1CRGM6RFomfbdO6Drhap66ytQBp9F1w6mhnJZN03jzDO+CqSyKCmxlpTSNChBlhN54441C81O7J72n+emKVXX3+qx6WoRTwangRFd8Cgy0HygzoJb/ka5iFcBo3VWAaN1UQPjbQmj9dOJs3ry5KwC13ZVl0vqEt38qqcFppAaBCrqUjdGyKvj0X/3694WiHuH7iDJJWk5/26hIFGDoRKhGyNr+KtgV7EbKeEQ7T+0POulrfmrsrSv6SFeROomre7WOU/2emlaf9bdJ0IlFJzztu+EBlNpTxXOxEm8wU9LQDf5MoDJtCqi9fUpX9QoI/CMjFxfMRLsPqZzTcasstPYffZfKFZUPkdYv2t9bXaPVa0wncO3rOrlHOiZjmadoP9B2UsCh8kPjQUVqUBvtPKPZh+Ipu2IpY71G3coaFsfrBXj00UcXO12084ylPEw33JspBqoDVZ2+6px1TxsAAJB63M4gBrox3q+//lroJm8AACB1yMxEQS3Ov/76a7vvvvvc3U7Db9sOAABSh8xMFHTret20UTcbe/nll1O9OAAAwIfMDAAACDQyMwAAINAIZgAAQKBlxO0MNES0hq/WMO05OTmpXhwAABAF7zYJGvbEf6uHrAxmFMg0adIk1YsBAADioPsYNm7c2LI6mPFunKeNoZvGAQCA9Ldx40aXjPDfALfMgxl1UdYjLy8v/67Nd999t/Xo0cM9111vp0yZUuAzV199tY0cObLYFNM999xjzz77rLuDqu46q+846KCDol4ur2pJgQzBDAAAwVLaJiIxVVApBTR8+HB3y/ZZs2bZaaedZuecc44tWLAgf5orr7zSVq5cmf946KGHip2n3n/88cddwKPB6apWrWrdunVzt6oHAABIaGZG9yTye+CBB1wWZcaMGS5LI1WqVLEGDRpENT9lZR599FG78847XVAkGpSufv367tYBF154YSyLBwAAslDcTYf37NljY8aMsS1btljHjh3zX3/11VfdkP9t27a1wYMH29atW4ucx5IlS2zVqlXWpUuX/Ndq1KhhHTp0sOnTpxf5uR07drh6Nv8DAABkp5gbAM+bN88FL6oGqlatmo0bN84OOeQQ997FF19szZo1c12sdC+j2267zRYuXGhvvfVWxHkpkBFlYvz03HsvkmHDhtnQoUNjXXQAAIqsKdi9e7e7UEdilStXzsqXL1+mQ6fEHMy0bt3a5s6daxs2bLA333zTLr/8ctfoVwHNVVddlT/dYYcdZg0bNrTOnTvb4sWLrWXLlglbaGV8brzxxkKtoQEAiNXOnTtdG8/iahJQOmqCopigYsWKlhbBjBbkwAMPdP+3a9fOvvrqK3vsscfsmWeeKTStqotk0aJFEYMZr23N6tWr3Up69PzII48schlyc3PdAwCA0g66qiYPyh6oVkHnOAZfTWzGS8Hir7/+6razeiqXZnC8MhtnRjuC2rBEogyO+AMVvxYtWriAZsKECfnBi7Is6tWku1QDAFCWdKLVeUzZfWUPkHiVK1e2ChUq2E8//eS2d6VKlVIbzKh6R2PKNG3a1A0/PHr0aJs8ebJ99NFHripJz8844wyrU6eOazNzww032EknnWSHH354/jzatGnj2rz07NnTRb+DBg2y+++/30VrCm7uuusuFx2fe+65CV9ZAAAiKYtsAZK3fWMKZn755Re77LLLXN2ieh0pSFEgc/rpp7vRdz/99FPX1Vo9nBTl9u7d23W79lODYLW38dx6661uerW30aB5J5xwgo0fP75MIjcAAJB5ckKq0Ao4VU0puFKQxAjAAIBoqWeu2nKoZoCL6ORv50Sdv8mrAQAQQLqFkJpqSPPmzV3NSLbKiBtNAgCQzb766it3O6BsRWYGaW/krJHW/NHm7i8AoLC6deumRW+sXbt2peR7CWaQ9oZ/Ptx+2vCT+wsAKKx5WDWTegs/99xzruewghz1GH733XcLfGb+/Pmuh7JG89fI+7/73e9szZo1+e+rM4465dSsWdP1Uj7zzDNdz2VPXl6e+57XX3/dTj75ZNcWRrc0SgWCGaS920+43ZrVaOb+AgCiM3ToUDv//PPdUCkaNuWSSy6xdevWuffUe/i0006zo446ymbNmuUCFw1Yq+k96mms0fb1vsaDU/dqBUcal8fv9ttvt+uvv96+/fZb69atm6UCbWaQ9vod0889AADR69Onj1100UXu/z/96U/2+OOP25dffmndu3e3J5980gUyet3zwgsvuGFVvv/+e2vVqpUbXsVP76s665tvvnE3k/aoEXKvXr0slcjMAACQgW38DvcNWKvGwer6rPHi5N///rdNmjTJVTF5Dw1qK15V0g8//OCCoQMOOMB9VlVZsnTp0gLfc8wxx1iqkZkBAKAM2vilOqNcoUKFAs/VvsWrItq8ebOdddZZ9uCDDxb6nHcLIr3frFkze/bZZ93I/PqsMjK6JYFfOvSiIpgBACBB1LZPgUy6t/E7+uij7R//+IfLtpQvXzgUWLt2rRuxX4HMiSee6F77/PPPLV1RzQQAQIIoG5M3KC/lWZmSDBgwwDUGVjWSxqhR1ZJuT3TFFVfYnj17rFatWq4H09/+9jdbtGiRTZw40TUGTlcEMwAAZJlGjRrZF1984QKXrl272mGHHeYa8qobtnot6TFmzBibPXu2q1rSjaMffvhhS1fcmwkAkLW4N1NycG8mAACAYhDMAACAQCOYAQAAgUYwAwAAAo1gBgAABBrBDAAACDSCGQAAEGgEMwAAINAIZgAAQKARzAAAkEHy8vLcHbLnzp1r2YJgBgAABBrBDAAACDSCGQAA/HT/5S1bkv+I8b7Pe/futYceesgOPPBAy83NtaZNm9oDDzwQcdopU6bYscce66Zr2LCh3X777bZ79+78999880135+zKlStbnTp1rEuXLrZFy/Q/zz33nB188MHuJpFt2rSxp59+2tJJ+VQvAAAAaWXrVrNq1ZL/vZs3m1WtGvXkgwcPtmeffdb++te/2gknnGArV6607777rtB0P//8s51xxhnWp08fe/nll900V155pQtMhgwZ4j530UUXucCoZ8+etmnTJvvss88s9L/g6tVXX7W7777bnnzySTvqqKNszpw57vNVq1a1yy+/3NJCKANs2LBBW9z9BQAgWtu2bQt988037m++zZt1Gk/+Q98bpY0bN4Zyc3NDzz77bKH3lixZ4s6Jc+bMcc/vuOOOUOvWrUN79+7Nn+app54KVatWLbRnz57Q7Nmz3fR5eXkRv6tly5ah0aNHF3jtvvvuC3Xs2LF02zmB528yMwAA+FWp8t8sSSq+N0rffvut7dixwzp37hzVtB07dnQ9nDzHH3+8bd682ZYvX25HHHGEm4+qmbp162Zdu3a18847z2rVquWqmhYvXmx9+/Z12RiPqqhq1Khh6YJgBgAAP530Y6juSQW1bUmUcuXK2SeffGLTpk2zjz/+2J544gn74x//aDNnzrQq/wuwVJ3VoUOHQp9LFzQABgAgYA466CAX0EyYMKHEadVwd/r06fltYOSLL76w6tWrW+PGjd1zZW2UrRk6dKhrE1OxYkUbN26c1a9f3xo1amQ//vija2jsf7Ro0cLSBZkZAAACRo13b7vtNrv11ltd4KFA5Ndff7UFCxYUqnq65ppr7NFHH7Vrr73WBg4caAsXLrR77rnHbrzxRttnn31cBkZBkaqX6tWr555rXgqCRAHOdddd56qVunfv7qq3Zs2aZf/5z3/cPNIBwQwAAAF01113Wfny5V1PoxUrVrgu1/369Ss03f77728ffPCB3XLLLa59TO3atV0bmDvvvNO9v++++9rUqVNdwLNx40Zr1qyZ/fnPf7YePXq49//whz+46qaHH37YzUO9mNS+ZtCgQZYuctQK2AJOG18R44YNG9yPAgBANLZv325LlixxVSbKdiC52zlR52/azAAAgEAjmAEAAIFGMAMAALInmBkxYoQdfvjhrl5LDw3C8+GHH7r31q1b51pKt27d2nUX0z0i1PpZ9WDF0fDK6hLmf6i1NBBu5KyR1vzR5u4vAABxBTPqjz58+HCbPXu265Z12mmn2TnnnOO6gqkltR6PPPKIzZ8/30aNGmXjx493LaZLouBF94bwHq+99losi4UsCTKGfz7cftrwk/sLAImUAX1hsnr7lro3k7p4qbtWpKBl7Nixdumll7rhkNV9rKjMzPr16+3tt9+OexnozZRaCmQUZDSr0czyBuWV2fcoWFIgc/sJt1u/Ywp3PwSAWO3Zs8e+//57N76K7haNsrF27Vr75ZdfrFWrVgVGDk7U+bt8aXYABSsKVFTdFIm3cEUFMp7Jkye7HUn3gVC25/777y92p9KAPXr4NwaSzwsuOjXp5J4ryChLCmAIYgAkkk6sNWvWdCda0Xgq/nsYoXSUL9m6davbvtrOZXULhJiDmXnz5rngRX3Gq1Wr5oY7PuSQQwpNt2bNGrvvvvvsqquuKrGKqVevXq7vuW5mdccdd7iBejT0clErPWzYMDciIVLLq/aRsszIAEBZatCggfvrBTRIPAUy3nZOi2qmnTt32tKlS13W5c0337TnnnvOpkyZUiCgUabk9NNPd1VQ7777rlWoUCHq+ev+Dy1btrRPP/20yLuBRsrMNGnShGqmJKPaB0AmUY3Drl27Ur0YGadChQpFJicSVc1U6jYzXbp0ccHHM888455v2rTJ3UJcqbr3338/rhEV69at66qarr766qimp80MAADBkzYjAO/duzc/S6KF0o2qdNMrZWTiCWSWL1/uGgrpHhMAAAAJDWYGDx7sbkaVl5fn2s7ouRrvXnLJJfmBjBoEP//88+75qlWr3EOpO0+bNm1cOxvZvHmzu2nVjBkz3Dx110519datxZXdAQAASGgDYDWOuuyyy9xYMEoLaQC9jz76yLWPUVCj24aLghE/3VyqefPm7n/detwbSE91aF9//bW99NJLrnt2o0aNXECkhsO5ubmxLBoAAMhS3DUbAABkd5sZAACAVCKYAQAAgUYwAwAAAo1gBigD3OEbAJKHYAYoA9zhGwCSh2AGKAO6xYPuIl7WN98EANA1GwAApAhdswEAAAhmkGw0jAUAJBrBDJKKhrEAgEQjmEFS0TAWAJBoBDNIqn7H9LO8QXnub7yoqgIA+BHMIHCoqgIA+BHMIHCoqgIA+BHMIG0VVZ2UiKoqAEDmIJhB2qI6CQAQDYIZpC2qkwAEGZ0VkodgBmlJB78yMgpkglydRGEGZC+yy8lDMIO0lCmFQKasB4DYkV1OHoIZpKVMKQQyZT0AxI7OCsnDXbMBAEBKcNdsAAAAghkAAEpGY/70RjCDhOFgB5CpaMyf3ghmkDDhBzvBDYBMQWP+9EYDYJTZ2DAKZBTcqABQi34AAPxoAIy074bIlQwAIBkIZlBmFNQokFG2piyrmqjOAhAklFmJRzUTylQyqpqozgIQJJRZ/49qJgRCMqqaqM4CEKTsC2VW4pGZARIoU26QCaB0yL5Eh8wMkIb10YxFAUDIviQXwQwyLsBIZUBBAQZAuMlkclHNhIxLuVLVAwDBQDUTAqWkjEUiMzdcEQFAdokpmBkxYoQdfvjhLnrSo2PHjvbhhx/mv799+3YbMGCA1alTx6pVq2a9e/e21atXFztPJYbuvvtua9iwoVWuXNm6dOliP/zwQ/xrhLRUUoBBWxMAQFKCmcaNG9vw4cNt9uzZNmvWLDvttNPsnHPOsQULFrj3b7jhBnvvvfds7NixNmXKFFuxYoX16tWr2Hk+9NBD9vjjj9vIkSNt5syZVrVqVevWrZsLjJA9aGsCAEhZm5natWvbww8/bOedd57VrVvXRo8e7f6X7777zg4++GCbPn26HXfccYU+q69u1KiR3XTTTXbzzTe711RvVr9+fRs1apRdeOGFUS0DbWYAAAielLeZ2bNnj40ZM8a2bNniqpuUrdm1a5erJvK0adPGmjZt6oKZSJYsWWKrVq0q8BmtVIcOHYr8jOzYscNtAP8DwVIWvZsYIhwAslPMwcy8efNce5jc3Fzr16+fjRs3zg455BAXlFSsWNFq1qxZYHplWfReJN7rmibaz8iwYcNc0OM9mjRpEutqIMXKoo0M7W4AIDvFHMy0bt3a5s6d69q39O/f3y6//HL75ptvLJkGDx7sUlLeY9myZUn9fqRnGxna3QBAdiof6weUfTnwwAPd/+3atbOvvvrKHnvsMbvgggts586dtn79+gLZGfVmatCgQcR5ea9rGvVm8n/myCOPLHIZlBXSA8GlXk2J7jpdFvMEAD/GsUpPpR5nZu/eva4NiwKbChUq2IQJE/LfW7hwoS1dutS1qYmkRYsWLqDxf0btX5T1KeozAACkCtXZGRDMqHpn6tSplpeX59rO6PnkyZPtkksucW1X+vbtazfeeKNNmjTJNQi+4oorXFDi78mkRsFqZyM5OTk2aNAgu//+++3dd99187zssstcD6dzzz038WuLpEhWQ1wa/AJINqqz01QoBr///e9DzZo1C1WsWDFUt27dUOfOnUMff/xx/vvbtm0LXXPNNaFatWqFqlSpEurZs2do5cqVBeahr3zxxRfzn+/duzd01113herXrx/Kzc1181y4cGEsixXasGGDm6/+IvWa/bVZyIaY+xurEV+NcJ/T37L8HgBA6iXq/M29mZDSOuXwaWO5hxN11wAQbIk6fxPMIKXCgxcCFADIHhtTPWgeslci26qE1z9zk0gAQKwIZpDS1vzZErzQWBlAWRuZxeUMwQxiRmv+2NGdE0BZG57F5QzBDGKWLdmUsggAOzXplLVXTkAmZTqKei+V2ZHbs/hCkwbAQBLF0lsLQPoer0W9V9xn6OBQGA2AgQDK5isnIJOO16LeK+4z2VwNVNbIzAAAkARkZgojMwMAQBlLZBsY2huWHYIZAACKQNVQMBDMAABQBNq5BQNtZgAAQErQZgYAAIBgBgCA9JDNtyMoLYIZAADSAI2N40cwAyQAV1QASovGxvGjATBQSgpgBn4w0PaE9nCbAgCIAQ2AgTTJqCglrECmXE45rqgAIAUIZpDVElFH7aWGnzzjSUb2BFAI1dBlj2omZDXulQKgrBV3J+1st5FqJqD0V0jcKwVAWaNhb9kjM4OswhUSAKQPMjNAHHXUXCEBQOYhM4OMRAYGQLqjzZ6RmQGKQwYGQFB7U9L7KXZkZgAASKPMTDZlljeSmQGiVxZXOlw9ASiNonpTklmOHZkZZIWyuNLJpqsnACgLZGaAGJTFlU4i5kl2BwBKj8wMkEJkdwBks41kZoDESVWGJFJ2h2wNkF3iOeYpJwoimEFGi/aAT8QNJ+NZLglvAJjsZQGQWvEc85QTBRHMIKNFe8Anu/eAf7nCAy56MgDZJZpjvqhyolOTToUu2LIxa0ObGWS0dB1h079cXmBDuxkgNdK1nIimfV2k15sHqC0ebWaAKKTrXbH9y1XcFRaAsheEKpuisjeRXr89C7O7ZGaANBGkqykgEzMzuqCYtmxaWmdoMs3GVGRmhg0bZu3bt7fq1atbvXr17Nxzz7WFCxfmv5+Xl2c5OTkRH2PHji1yvn369Ck0fffu3eNeKSCIYr2aysZ6caAsM6UKZNI9Q1OUkVleHsQUzEyZMsUGDBhgM2bMsE8++cR27dplXbt2tS1btrj3mzRpYitXrizwGDp0qFWrVs169OhR7LwVvPg/99prr5VuzYAMrxILQmocCJLSVM+kOpgYnuXlQUzBzPjx410W5dBDD7UjjjjCRo0aZUuXLrXZs2e798uVK2cNGjQo8Bg3bpydf/75LqApTm5uboHP1apVq3RrBqRxwZMI2VgvDiTjgkJiLR/KKpiItqy6PcvLg1I1AFYdl9SuXTvi+wpy5s6da3379i1xXpMnT3ZVV61bt7b+/fvb2rVri5x2x44drp7N/wCy5SqmuDFqAKSmfCirYCLaZekXRWY3Ey7iEh7M7N271wYNGmTHH3+8tW3bNuI0zz//vB188MHWqVOnEquYXn75ZZswYYI9+OCDrjpL1VJ79uwpsu2OGgx5D1VvAbEI8lVMkAMxIFPLh7LqOZnIsmp4JpcdoTj169cv1KxZs9CyZcsivr9169ZQjRo1Qo888kjM8168eLF6WIU+/fTTiO9v3749tGHDhvyHlkHT638g0434akSo2V+bub8Asuv4KM36jUjDbaPzdiLO33F1zR44cKC98847NnXqVGvRokXEaf7+97+76qWff/7Z6tatG3OQpc/cf//9dvXVV5c4LV2zka2CMNgXkEyZPsRBpq3fxlR0zVbco0BGjXonTpxYZCDjVTGdffbZcQUyy5cvd21mGjZsGPNngWyS0WljIMuqkKOR6esXr5gyM9dcc42NHj3aZWXUUNejqKpy5cr5zxctWmStWrWyDz74IOJ4MW3atHHtXnr27GmbN2923bd79+7tejEtXrzYbr31Vtu0aZPNmzfP9XIqCZkZZCsyMwCCLFHn75iCGQ1mF8mLL77oumx77rjjDnvllVfcIHr77LNPxPl4n9m2bZsbfG/OnDm2fv16a9SokRu75r777rP69etHtVwEMwAABE9Kgpl0RTADAEDwcKNJAABKIZPHXck2BDNACYVbqgo8ClqgbI8LGtBnDoIZoITCLVUFHgUtULbHRSJ6BnHRkR4IZoASCrdUdYX0vrdTk04UlsD/AodNOzZZ7cq1E3I8JmLUXi460gPBDKKWDVcgkQq3shqmPNplmbZsGoUl8L/AYd32dVa9YvVCx2OqyqcgjvsyMgPLcoIZRI0rkNQgQwOUHDikqnxK1cVOaYKX4RlYlhPMIKOvQDIBGRqg5MCB8qlo4cFLJm4rxpkBAoLRfgFkWtmxkUHz/h/BDAAAwcOgeQAAAAQzAAAg6AhmkHVd+AAAmYVgBsXKxC58+C8CVSB9cXzGhmAGxcrELnz4LwJVILOPz5FZFBARzCDwA0IlW6YUEASqQGYfn8Oz6IKFYAaIMWjJlAKCQBWZLOgXHYk4Pm8vISAK+jbyI5gpQap/7FR/fzYrKmghowGkv0y56CjLgGh4Bm0jgpkSpPrHTvX3Z7OigpYgZjQIipFtuOjIrm3ECMBpPgx0qr8fwVDSfqJARkGxCi4FYgCQDhgBOElSfRWe6u9HMLIbJWXwMukKDIj3uEznYxilQ2YGiFI6ZzfI4CFbxXJcpvMxnK02kpkBkiudsxtk8JCtYjkuvWk7NelEhibDkJkBAGRV9pAMTfogM5OlqPMFEESJ7plZmrIwnbOsqTAyA84rZGYChisKAEGU6MwMZWHiNE/htiQzk6W4okCir8Qy4aoM6S/R7bpiKQvZx+PflkHZdmRmgCy/EhOucJHJyOKk77YjMwMgZt5VlnpzeFdiZPuQ6djHE1NWpDMyM0AW4QoVQDqVFWRmAMRcv80VKoBoBK2sIDOTYeMnILuReQEQJGRm0gh3tka6Xk0FpScCAJQGmZkEIDODdEWmBkA6IzOTLNu2mZUQ72XDfXG4wg+moNV7I/OkuuxI9fcjOcjMFGfvXrMKFdxjS7Vc+7n8NqvesKk1bHKIWe3aZrVqFfwb/lrNmmbly1smyKYr/EzItGXCOiAzpLrsSPX3Iznnb4KZ4mzY8N+ApDRq1Cg56In0XtWqZjk5aXNySvX3J1MmFH6ZsA7IDKkuO1L9/UEzMsnbKyXBzLBhw+ytt96y7777zipXrmydOnWyBx980Fq3bp0/zSmnnGJTpkwp8Lmrr77aRo4sOsWnRbjnnnvs2WeftfXr19vxxx9vI0aMsIMOOii1wYw2zebNZuvW2djP/2ZvTXvO+jQ7x7rVau9es//8p+Bf//+bNpXuu5UR8gU4E9bPcZmhPTWq2xWdbyo6MNJDn40TB35mbINMWAcAyS8zNu3cZOu2rUvahVBKgpnu3bvbhRdeaO3bt7fdu3fbHXfcYfPnz7dvvvnGqiqT8L9gplWrVnbvvffmf65KlSrFLqQCIgVKL730krVo0cLuuusumzdvnptvpUqV0r4BcES7dpmtXx856IkU/Phf02dLo3r1kjM/kV6rXt2aP9aCK3oAyDLN/5fNrV2ptlXPrZ7ZmZlwv/76q9WrV89lYk466aT8YObII4+0Rx99NKp56OsbNWpkN910k918883uNa1U/fr1bdSoUS54CmQwEy/9HFu3lhz0RHpP1WKlUa6cbate2VZU2G5VGzSxBo3bRBcQ6ZGbm6gtAADIkmzuxnQIZhYtWuSqgpRFadu2bX4ws2DBAhekNGjQwM466yyXaVF2JpIff/zRWrZsaXPmzHFBkOfkk092zx977LFCn9mxY4d7+DdGkyZNkhrMpGUaf8+e+LNBvu0ZF2Xm4skG6ffah051AAJW3iIzgpm9e/fa2Wef7dq4fP755/mv/+1vf7NmzZq5bMvXX39tt912mx177LGurU0k06ZNc21kVqxYYQ0bNsx//fzzz7ecnBx7/fXXC31myJAhNnTo0EKvJzOYSVVKrky7oPsCnPFfvWYTZo21nvVPsU7V2hQdECl4Kk0bcgUyamQdbcNo/98oqiABBB8N2jPXxlQHM/3797cPP/zQBTKNGzcucrqJEyda586dXRZHGZhEBDPplJkpq8ZSqb4SibrwUPd1VW/Fkw1SAFUalSvHlw1SD7Ny5Ur33QCSJtXlIdI/mIlrEJSBAwfa+++/b1OnTi02kJEOHTq4v0UFM6qKktWrVxcIZvTcX+3kl5ub6x6ppANKD/9BVla3SEjFwav1iWq9lFnx2s3Eavv2/wY30QY//tcURCkY0mPFiti+V13eFdBEG/z4/yqA8nWZB5C88hZISDCjJM61115r48aNs8mTJ7ueRyWZO3eu++sPVPw0DwU0EyZMyA9eFKnNnDnTZX+y9SCLOpgIcuGhaiLtF0XsG0VSIKOu77EEP95fdbVXMlLVY3rESkF0PNmgDBpAEQDSTUzVTNdcc42NHj3a3nnnnQJjyyhFpHFnFi9e7N4/44wzrE6dOq7NzA033OCyN/6xZ9q0aeO6Yvfs2TO/a/bw4cMLdM3WZ9OxazbpzoDbuTP+bNDu3aX7bu2b8WSDwgZQBIBkG1lG576UtJlRG5ZIXnzxRevTp48tW7bMLr30Ujf2zJYtW1w7FgUsd955Z4GF1Hy8z/gHzVPjYTUoPuGEE+zpp59249VEI5nBDA3RspQ3gGI82aCNG0v33croxBL8+P+WYgBFACjrc1/KGwCnEzIzSGveAIrRBj/ee4kYQLFatfiyQRp4kWwQgEzMzKSrjBo0DwgfQDGebFA87YH81NsrlrZB/r8MoAggCL2ZEHxkmAJAmRG1l9GjhF6DRQ6gGGvbIG8ARX1+zZr/PmKlATLjyQYxgCKAOJGZyVK0/UGR1N09nmyQHokaQDHWO80zgCIQSGRmMkSqMiSp7vqNNKaxdPRo1Ci2z3kDKMbaNkj/qzpNn/dei5WCmXiyQQygCGQEMjMpRoYEcMN6x35jVe+vgqB4RRpAMdpsEAMoAqVGZiZDkCFBkJRZJlGNhjUa+P9GBI97AMVYAqLSDqBYsWJswY/3PwMoAglHZgZA1IHMwA8G2p7QnszIJGoARe8u87FmgxI9gGK0o0kzgCIyzEYyMwCSSRkZBTLlcsplRiZRmZV69f77KM0AirH0GPMGUNRfPfLy4htAMdZsEAMoIsMRzACIq0pU7b2ysmu/MiMaVFCPpk1j+6wyOvFmg5RJ0ud/+eW/j9IOoBhtNogBFBEAVDMBiBkN11M8gGIs2aBEDaAYy41VGUARUaKaCUDK0HA9YAMoqst8rDdW1d/t20s/gGKs3eUZQBFxIDMDACh5AMVYskGJGkAxnmyQuswjMMjMpDFuFQDAsn0ARTVwjicbFD6A4uLFsQ+gGE82iAEUA43MTBkIYnsCAjAA6TaAYu+Rp9nONavtoJw69pf2d5acDVKVWGnEmw1SdRqNpONCZiZD2xMkO6jwvm/Tzk22bts69z/BDICU8Q2gePplQ1yZ9BuVpSWVS7ou1wCK8WSD1NVevAEUlywp3QCK0QZEDKCYMGRm0kyyszre99WuVNuq51YnMwMg+/gHUIz1TvOJGEAxnmyQutpnQDZoI5mZzJTsXiL+7yOIyW5UNSJrlWYAxS1b4ssGhQ+g+NNPsX23Mjqxtg2q9b8u9lrfDENmBkDErCDBDVCG/AMoxnpvMWWSSqNatfiyQTq/JjgblKjzN8EMAMcLXjo16WTTlk3Lb0cVpIbsQMbTKVtd5uPJBm3YULou88oGaeyhBPb6IpjxIZgBEod2VChrZP1SZE+EARSjzQYpiFH39dKOKB2GYMaHYAZIHE40SHVHB/bBNLRt23/b9tSvn5bnb8aLBlCATh46wXASQWkoIFHQor/hFKQokCmqo4MCGQU7+os0UblywgOZRCIzAwBIq2EmyMxkj41kZgCk+gobKEpR2Zdo9ieyg4gVmZkA4qoFyRTE23MgfbE/wY/MTBajPhnJVFL7BiAW7E8oC2RmAojMDAAgE2wkM5O9bQ6oTwYA4P8RzCQB1UIAAJQdgpkkoI4YAIpGjzmUFm1mAAApRQ+n7LWRNjPph6sLAIgd2WuUFpmZBOLqAgCA6JGZCeDVRTpkbtJhGQAASCQyM1mWuUmHZQAAIGWZmWHDhln79u2tevXqVq9ePTv33HNt4cKF+e+vW7fOrr32WmvdurVVrlzZmjZtatddd51byOL06dPHcnJyCjy6d+9umSYd6oXTYRkAAEikmIKZKVOm2IABA2zGjBn2ySef2K5du6xr1662ZcsW9/6KFSvc45FHHrH58+fbqFGjbPz48da3b98S563gZeXKlfmP1157zYIuvEqnuMHuklX9w4B7ANIV1eBISTXTr7/+6jI0CnJOOumkiNOMHTvWLr30UhfwlC9fvsjMzPr16+3tt9/OqGqmWKp0qP4BkO0oB7PPxnRoAOxVH9WuXbvYabSARQUynsmTJ7vASFVU/fv3t7Vr1xY57Y4dO9wG8D/SUSxVOlT/AMh2lINIemZm7969dvbZZ7uMyueffx5xmjVr1li7du1cZuaBBx4ocl5jxoyxKlWqWIsWLWzx4sV2xx13WLVq1Wz69OlWrly5QtMPGTLEhg4dWuj1dMvMJPuGk9yAEgCQjZmZuIMZZU8+/PBDF8g0btw44gKefvrpLmvz7rvvWoUKFaKe948//mgtW7a0Tz/91Dp37hwxM6OH/7uaNGmSdcFMeEqWFC0AIEhSWs00cOBAe//9923SpEkRA5lNmza5Br3q9TRu3LiYAhk54IADbL/99rNFixZFfD83N9ettP+RjcJTsqRoAQDZKKbMjCZV12sFKGrjctBBB0WMsrp16+YCjg8++MBVH8Vq+fLlrlu3GgSrKiuoDYABAECaZWbULfuVV16x0aNHu6zLqlWr3GPbtm35C+V11X7++efdc2+aPXv25M+nTZs2LiCSzZs32y233OK6e+fl5dmECRPsnHPOsQMPPNAFRSgZ3RkBANkspsyMBrOL5MUXX3Tdq5WtOfXUUyNOs2TJEmvevHn+fLzPKBDS4Htz5sxxjYkbNWrkAqL77rvP6tevH9VyZXtmhrYyAIAgStT5u/j+0mFKintOOeWUEqcJn49GCv7oo48s2ySy55Hm4c0LAIBsw72ZUoRsCgAg221Mh0HzED96HgEAkBgEMynCPZKQCWh8DiAdEMwAiJvaaqm6VH8BIFUIZgDEjepSAOmAYCYFSM0jU1BditKgLESiEMykAKl5AKAsROIQzKQAqXkAoCxE4jDODAAASAnGmQEAACCYAQAAQUcwAwAAAo1gBgAABBrBDAAgYRg7BqlAMAMASBjGjkEqEMwAABKGsWOQCowzAwAAUoJxZgAAAAhmAABA0BHMAACAQCOYAVBqdMcFkEoEMwBKje64IKBFKhHMACg1uuOCgBapRDADoNT6HdPP8gblub/ITgS0SCXGmQEAACnBODMAAAAEM9nVII8Geihr7GMAUoFgJosa5NFAD2Utmn2MgAdAohHMZFGDPBrooaxFs48RVANINBoAA0gqZWQUyCjgofcTkN02Juj8TTADAABSgt5MAAAABDMAygKNfAEkE8EMgISjkS+AZCKYAVBmvZo6NelEhgZAmSOYyUCk+JEu92qatmxaVmRoOOaAAAUzw4YNs/bt21v16tWtXr16du6559rChQsLTLN9+3YbMGCA1alTx6pVq2a9e/e21atXFztfdai6++67rWHDhla5cmXr0qWL/fDDD/GtEUjxI21ky9hGHHNAgIKZKVOmuEBlxowZ9sknn9iuXbusa9eutmXLlvxpbrjhBnvvvfds7NixbvoVK1ZYr169ip3vQw89ZI8//riNHDnSZs6caVWrVrVu3bq5wAixy5YTCNJfttxNm2MOSK1SjTPz66+/ugyNgpaTTjrJ9ROvW7eujR492s477zw3zXfffWcHH3ywTZ8+3Y477rhC89DXN2rUyG666Sa7+eab3WuaT/369W3UqFF24YUXlrgcjDMDIB0wICAQwHFm9OVSu3Zt93f27NkuW6NqIk+bNm2sadOmLpiJZMmSJbZq1aoCn9GKdejQocjP7Nixw20A/wNAsGRiO5OgVjdl4m+B7BJ3MLN3714bNGiQHX/88da2bVv3moKSihUrWs2aNQtMqyyL3ovEe13TRPsZtd1RwOM9mjRpEu9qAEiTE38mnFCDWt0U1CAMKHUwo7Yz8+fPtzFjxliyDR482GWFvMeyZcuSvgwAEnviz4QTalDbCAU1CAM85S0OAwcOtPfff9+mTp1qjRs3zn+9QYMGtnPnTlu/fn2B7Ix6M+m9SLzXNY16M/k/c+SRR0b8TG5urnsACC6d8P0nfZ1IvfYmSO1vAWR0ZkaNdRXIjBs3ziZOnGgtWrQo8H67du2sQoUKNmHChPzX1HV76dKl1rFjx4jz1DwU0Pg/ozYw6tVU1GcQm0xI3yPz908JYlYDQMCCGVUtvfLKK663ksaaUZsWPbZt2+beV/uVvn372o033miTJk1yDYKvuOIKF5T4ezKpUbACIsnJyXFtb+6//3579913bd68eXbZZZe5Hk4axwallwnpe2SuTGw7AyCNg5kRI0a4NiqnnHKKqxLyHq+//nr+NH/961/tzDPPdIPlqbu2si5vvfVWgfkoW+P1hJJbb73Vrr32WrvqqqvcoHybN2+28ePHW6VKlRKxjlmP+nCkWnEBSia2nQkqAklk5Tgz6YJxZoD0phOkAhQFLapKyoaxWoK4HrH8TkDGjDMDAInODno9giTIWYIgZpjI4iKoyMwASEtByBIUl30JYmYGSDYyMwAyWhCyBJGyL/TOApKPzAwAxClS9iUIGSUgXZCZARAo6dJTJpHLEWnE3yBklDLxd0V2IzMDICkSmbHwMiKdmnSyacumxdQuJRHLQXuY/0cmCqVBZgZAoCQyY+G1VXljwRsx9xhKxHIEsadSWcm2TBTSE5kZAIFTmsxMIr8/6JmZTFkPBBeZGQBZI7xdhtdWZXTv0RHHpPFPXxZtOoJ6d+xwZJiQKQhmAAT+pBv+vv95up+wU9mAlioiZAqCGQBpTSf5TTs2We3KtYs86YaflP3Pvf9VJVXaoKEsAo9UBluZkmECCGYApDWd5NdtX2fVK1Yv8qQbfgsE8Z57bULUtqa0d+cui8CjrLMjdJ1GNiCYAZDWYjnZF1fdlIi7c5dF4FHW2ZF0r2YDEoFgBkBai+VkX1x1U/h84glMglgtQ7sYZAO6ZgNAFqE7NtIJXbMBADGj2gmZiGAGADJQUQ1/qXZCJiKYAYAylKreREVlYKJp90MPKAQNwQwAZGC1TkkZmOICFqqiEDQEMwACI4gZg1RV65SUgSkuYKEqCkFDMAMgMIKYMUjX7tzFBSzhgxAGKXhEdqJrNoDAoFtxcimQUfCooMcLboBEoms2gKyTrlmOIFShxTN/qpsQFGRmAGS1dMn2lHUWhCwL0hGZGQDIoHY4ZZ0FIcuCTEZmBkBWi5SZ8V7r1KSTu9t2qrM2QKbaSGYGAMqmHY6XrXljwRtpkbVJl7Y3Qewaj+xAMAMAvhP1xf+42Dbt2GS1K9e28w89P3BVM2VZbZYuVXJAOIIZAAjLxqzbvs6qV6xuo3uPTljvqWRlNcqybQztbpCuaDMDACW0k0lEjyd6EwFld/4mmAGAJAQi0QRE6dJNHEgWGgADQJIkonolmgH/gtImhYbASDdkZgAgTQQlM0OVGRKFzAwAZJh0vcFjeCaGhsBIN2RmACDNpFvmI92WB5ljI5kZAAieaNqbpFvmI92WByh1MDN16lQ766yzrFGjRpaTk2Nvv/12gff1WqTHww8/XOQ8hwwZUmj6Nm3axLpoAJD2omnkm253B4+0PDQCRqCDmS1bttgRRxxhTz31VMT3V65cWeDxwgsvuOCkd+/exc730EMPLfC5zz//PNZFA4C0lylZjqD0vEJ2KB/rB3r06OEeRWnQoEGB5++8846deuqpdsABBxS/IOXLF/osAGQaZTfSJeNSGgrGvJ5XQOCCmVisXr3a/vnPf9pLL71U4rQ//PCDq7qqVKmSdezY0YYNG2ZNmzaNOO2OHTvcw9+ACACQPJkSlCEzlGkDYAUx1atXt169ehU7XYcOHWzUqFE2fvx4GzFihC1ZssROPPFE27RpU8TpFeio9bP3aNKkSRmtAQCkDu1SgDQIZtRe5pJLLnHZluKo2uq3v/2tHX744datWzf74IMPbP369fbGG29EnH7w4MGuG5f3WLZsWRmtAQCkLlChXQqQ4mDms88+s4ULF9of/vCHmD9bs2ZNa9WqlS1atCji+7m5ua4/uv8BAEESTaASS2NhsjjIZmUWzDz//PPWrl071/MpVps3b7bFixdbw4YNy2TZACDVoglUYumiTRYH2WyfeAKNuXPnuoeofYv+X7p0aYEGuWPHji0yK9O5c2d78skn85/ffPPNNmXKFMvLy7Np06ZZz549rVy5cnbRRRfFt1YAkOYSPZZMpnT5BpLSm2nWrFmuq7XnxhtvdH8vv/xy14hXxowZY7pLQlHBiLIua9asyX++fPlyN+3atWutbt26dsIJJ9iMGTPc/wCAktG7CNmMezMBAICU4N5MAACHxr/IdgQzABBwNP5FtiOYAYCAo/Evsh1tZgAAQErQZgYAshRtZICCCGYAIGBoIwMURDADAAFDGxmgINrMAACAlKDNDABkGdrKAJERzABAQIKYP078I21lgAgIZgAgIA1+LWS0lQEiIJgBgIA0+H2g8wMF7rRNtRPwXzQABoCAUiCjjI0CHQU5QNDQABgAshxdtIH/IjMDAABSgswMAAAAwQwAAAg6ghkAABBoBDMAACDQCGYAAECgEcwAAIBAI5gBAACBRjADAAACjWAGAAAEGsEMAAAINIIZAAAQaAQzAAAg0AhmAABAoJW3DODd+Ft33wQAAMHgnbe983hWBzObNm1yf5s0aZLqRQEAAHGcx2vUqGHxygmVNhxKA3v37rUVK1ZY9erVLScnJ+FRo4KkZcuW2b777pvQeaNobPfkY5unBts9+djm6bPdFYIokGnUqJHts88+2Z2Z0QZo3LhxmX6HNjw7ffKx3ZOPbZ4abPfkY5unx3YvTUbGQwNgAAAQaAQzAAAg0AhmSpCbm2v33HOP+4vkYbsnH9s8Ndjuycc2z7ztnhENgAEAQPYiMwMAAAKNYAYAAAQawQwAAAg0ghkAABBoBDMAACDQCGZK8NRTT1nz5s2tUqVK1qFDB/vyyy9TvUgZY8iQIe72E/5HmzZt8t/fvn27DRgwwOrUqWPVqlWz3r172+rVq1O6zEEzdepUO+uss9xQ4dq+b7/9doH31Znx7rvvtoYNG1rlypWtS5cu9sMPPxSYZt26dXbJJZe4ETtr1qxpffv2tc2bNyd5TTJru/fp06fQvt+9e/cC07DdYzNs2DBr3769u61NvXr17Nxzz7WFCxcWmCaaMmXp0qX2m9/8xqpUqeLmc8stt9ju3buTvDaZtd1POeWUQvt7v379ErrdCWaK8frrr9uNN97o+sX/61//siOOOMK6detmv/zyS6oXLWMceuihtnLlyvzH559/nv/eDTfcYO+9956NHTvWpkyZ4u6/1atXr5Qub9Bs2bLF7bcKyiN56KGH7PHHH7eRI0fazJkzrWrVqm4fV6Hv0Ql1wYIF9sknn9j777/vTtRXXXVVEtci87a7KHjx7/uvvfZagffZ7rFRGaFAZcaMGW6b7dq1y7p27ep+i2jLlD179rgT6s6dO23atGn20ksv2ahRo1zAj/i3u1x55ZUF9neVPQnd7hpnBpEde+yxoQEDBuQ/37NnT6hRo0ahYcOGpXS5MsU999wTOuKIIyK+t379+lCFChVCY8eOzX/t22+/1ZhIoenTpydxKTOHtt24cePyn+/duzfUoEGD0MMPP1xgu+fm5oZee+019/ybb75xn/vqq6/yp/nwww9DOTk5oZ9//jnJa5AZ210uv/zy0DnnnFPkZ9jupffLL7+4bThlypSoy5QPPvggtM8++4RWrVqVP82IESNC++67b2jHjh0pWIvgb3c5+eSTQ9dff32oKInY7mRmiqAIcfbs2S7t7r+hpZ5Pnz49pcuWSVSloVT8AQcc4K5ElWoUbXtF+P7tryqopk2bsv0TZMmSJbZq1aoC21g3fFN1qreN9VdVHMccc0z+NJpex4IyOYjf5MmTXTq9devW1r9/f1u7dm3+e2z30tuwYYP7W7t27ajLFP097LDDrH79+vnTKFOpuz0rS4bYt7vn1Vdftf3228/atm1rgwcPtq1bt+a/l4jtnhF3zS4La9ascakv/8YVPf/uu+9StlyZRCdNpRJVmCvtOHToUDvxxBNt/vz57iRbsWJFV6CHb3+9h9LztmOkfdx7T391wvUrX768K6j4HeKnKiZVb7Ro0cIWL15sd9xxh/Xo0cMV6uXKlWO7l9LevXtt0KBBdvzxx7uTp0RTpuhvpOPBew+xb3e5+OKLrVmzZu7C9euvv7bbbrvNtat56623ErbdCWaQMiq8PYcffrgLbrTDv/HGG64xKpCpLrzwwvz/dUWq/b9ly5YuW9O5c+eULlsmUBsOXRT52+Ahddvd39ZL+7s6HGg/VyCv/T4RqGYqgtJhukIKb+mu5w0aNEjZcmUyXTG1atXKFi1a5LaxqvrWr19fYBq2f+J427G4fVx/wxu8q4eBetrwOySOqllV5mjfF7Z7/AYOHOgaTE+aNMkaN26c/3o0ZYr+RjoevPcQ+3aPRBeu4t/fS7vdCWaKoHRku3btbMKECQVSaHresWPHlC5bplK3U0Xqitq17StUqFBg+ystqTY1bP/EUBWHCgr/NlYdtdpkeNtYf1X4q72BZ+LEie5Y8AoklN7y5ctdmxnt+8J2j53aWuuEOm7cOLettH/7RVOm6O+8efMKBJLqoaPu8YccckgS1yZztnskc+fOdX/9+3upt3tUzYSz1JgxY1zPjlGjRrneBVdddVWoZs2aBVpcI3433XRTaPLkyaElS5aEvvjii1CXLl1C++23n2sNL/369Qs1bdo0NHHixNCsWbNCHTt2dA9Eb9OmTaE5c+a4hw73v/zlL+7/n376yb0/fPhwt0+/8847oa+//tr1sGnRokVo27Zt+fPo3r176KijjgrNnDkz9Pnnn4cOOuig0EUXXZTCtQr2dtd7N998s+tBo33/008/DR199NFuu27fvj1/Hmz32PTv3z9Uo0YNV6asXLky/7F169b8aUoqU3bv3h1q27ZtqGvXrqG5c+eGxo8fH6pbt25o8ODBKVqr4G/3RYsWhe699163vbW/q6w54IADQieddFJCtzvBTAmeeOIJt/NXrFjRddWeMWNGqhcpY1xwwQWhhg0bum27//77u+fa8T06oV5zzTWhWrVqhapUqRLq2bOnO0gQvUmTJrmTafhDXYO97tl33XVXqH79+i5w79y5c2jhwoUF5rF27Vp3Eq1WrZrrKnnFFVe4EzLi2+4q5FVoq7BWV+FmzZqFrrzyykIXSWz32ETa3nq8+OKLMZUpeXl5oR49eoQqV67sLq500bVr164UrFFmbPelS5e6wKV27dqujDnwwANDt9xyS2jDhg0J3e45/1sYAACAQKLNDAAACDSCGQAAEGgEMwAAINAIZgAAQKARzAAAgEAjmAEAAIFGMAMAAAKNYAYAAAQawQwAAAg0ghkAABBoBDMAAMCC7P8A9wxihzVA/JkAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "login success!\n",
      "logout success!\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "ename": "",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31mThe Kernel crashed while executing code in the the current cell or a previous cell. Please review the code in the cell(s) to identify a possible cause of the failure. Click <a href='https://aka.ms/vscodeJupyterKernelCrash'>here</a> for more info. View Jupyter <a href='command:jupyter.viewOutput'>log</a> for further details."
     ]
    }
   ],
   "source": [
    "import statsmodels.api as sm\n",
    "from statsmodels import regression\n",
    "import baostock as bs\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "seq_num = 100\n",
    "# 等差数列，自变量\n",
    "x = np.linspace(0, 10, seq_num)\n",
    "X = sm.add_constant(x)\n",
    "beta = np.array([1, 5])\n",
    "# 正态分布的样本误差\n",
    "e = np.random.normal(size = seq_num)\n",
    "#矩阵式的乘法和加法y=1+5x\n",
    "Y = np.dot(X,beta) + e\n",
    "model = regression.linear_model.OLS(Y,X)\n",
    "results = model.fit()\n",
    "print(results.params)\n",
    "\n",
    "def bs_k_data_stock(code_val='sz.000651',start_val = '2025-01-01', end_val='2025-05-01',freq_val='d',adjust_val='3'):\n",
    "    lg = bs.login()\n",
    "    # 获取历史行情数据\n",
    "    fields = \"date,open,high,low,close,volume\"\n",
    "    df_bs = bs.query_history_k_data_plus(code_val, fields, start_date=start_val, end_date=end_val,frequency=freq_val ,adjustflag=adjust_val)\n",
    "    #日K线，3，默认不赋权，1 后复权，2 前复权\n",
    "    data_list= []\n",
    "    while (df_bs.error_code == '0') & df_bs.next():\n",
    "        #获取一条记录，将记录合并在一起\n",
    "        data_list.append(df_bs.get_row_data())\n",
    "    result = pd.DataFrame(data_list, columns=df_bs.fields)\n",
    "\n",
    "    result.close = result.close.astype('float64')\n",
    "    result.open = result.open.astype('float64')\n",
    "    result.low = result.low.astype('float64')\n",
    "    result.high = result.high.astype('float64')\n",
    "    result.volume = result.volume.astype('float64')\n",
    "    result.volume = result.volume/100 #单位转换:股-手\n",
    "    result.date = pd.DatetimeIndex(result.date)\n",
    "    result.set_index(\"date\", drop=True, inplace= True)\n",
    "    result.index = result.index.set_names('Date')\n",
    "\n",
    "    recon_data = {'High' : result.high, 'Low': result.low, 'Open': result.open, 'Close':result.close, 'Volume': result.volume}\n",
    "    df_recon = pd.DataFrame(recon_data)\n",
    "\n",
    "    #退出系统\n",
    "    bs.logout()\n",
    "    return df_recon\n",
    "\n",
    "def linear_regression_close(stock):\n",
    "    y_arr = stock.Close.values\n",
    "    x_arr = np.arange(0, len(y_arr))\n",
    "    # 添加场数列\n",
    "    x_b_arr = sm.add_constant(x_arr)\n",
    "    # 使用ols做拟合\n",
    "    model = regression.linear_model.OLS(y_arr, x_b_arr).fit()\n",
    "    rad = model.params[1] # y = kx + b :params[1] = k\n",
    "    intercept = model.params[0] # y = kx + b:params[0] = b\n",
    "    reg_y_fit = x_arr * rad + intercept\n",
    "    deg = np.rad2deg(rad) # 弧度转换为角度\n",
    "    \n",
    "    #matplotlib绘制\n",
    "    plt.scatter(x_arr, y_arr, s=1, c=\"g\", marker=\"o\", alpha=1) #画点\n",
    "    plt.plot(x_arr, reg_y_fit, 'r')\n",
    "    plt.title(\"y = \" + str(rad) + \"x + \" + str(intercept))\n",
    "    plt.legend(['linear','close'], loc=\"best\")\n",
    "    plt.show()\n",
    "\n",
    "codelist = ['sz.000528','sh.600111','sz.000888','sz.000978','sh.601595']\n",
    "\n",
    "for code in codelist:\n",
    "    df_stockload = bs_k_data_stock(code,'2023-01-01', '2023-12-31')\n",
    "    linear_regression_close(df_stockload)\n",
    "    df_stockload = bs_k_data_stock(code,'2024-01-01', '2024-12-31')\n",
    "    linear_regression_close(df_stockload)\n",
    "    df_stockload = bs_k_data_stock(code,'2025-01-01', '2025-08-14')\n",
    "    linear_regression_close(df_stockload)\n",
    "\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
